Table of Contents

Top Conference Paper Counts

Year Counts Average Counts*
2024 19 2.86
2023 18 3.03
2022 9 1.48
2021 4 0.64
2020 16 3.06
2019 17 3.45
2018 10 2.15
2017 5 1.28
2016 3 0.70
2015 5 1.28
2014 1 0.20
2013 6 1.53
2012 5 1.23
2011 4 0.95
2010 8 2.48
2009 8 2.28
2008 4 1.08
2007 8 3.37
2006 7 2.00
2005 4 1.67
2004 6 1.68
2003 1 0.25
2002 3 1.17
TOTAL 171 39.84

*Average Counts means each paper is discounted by the number of authors before adding together.

2024

  1. “New Job, New Gender? Measuring the Social Bias in Image Generation Models,” Wenxuan Wang, Haonan Bai, Jen-tse Huang, Yuxuan Wan, Youliang Yuan, Haoyi Qiu, Nanyun Peng, Michael R. Lyu, in Proceedings of The 32nd ACM Multimedia Conference (ACMMM2024), Accepted for Publication, Melbourne, Australia, October 28 - November 1, 2024.
    Paper [MM]

  2. “A Large-Scale Evaluation for Log Parsing Techniques: How Far Are We?,” Zhihan Jiang, Jinyang Liu, Junjie Huang, Yichen LI, Yintong Huo, Jiazhen Gu, Zhuangbin Chen, Jieming Zhu, Michael R. Lyu, in Proceedings of the 2024 ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA2024), Accepted for Publication, Vienna, Austria, September 16 - September 20, 2024.
    Paper [SE]

  3. “SCALE: Constructing Symbolic Comment Trees for Software Vulnerability Detection,” Xin-Cheng Wen, Cuiyun Gao, Shuzheng Gao, Yang Xiao, Michael R. Lyu, in Proceedings of the 2024 ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA2024), Accepted for Publication, Vienna, Austria, September 16 - September 20, 2024.
    Paper [SE]

  4. “Not All Countries Celebrate Thanksgiving: On the Cultural Dominance in Large Language Models,” Wenxuan Wang, Wenxiang Jiao, Jingyuan Huang, Ruyi Dai, Jen-tse Huang, Zhaopeng Tu, Michael R. Lyu, in Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL2024), Accepted for Publication, Bangkok, Thailand, August 11 - August 16, 2024.
    Paper [ML]

  5. “All Languages Matter: On the Multilingual Safety of Large Language Models,” Wenxuan Wang, Zhaopeng Tu, Chang Chen, Youliang Yuan, Jen-tse Huang, Wenxiang Jiao, Michael R. Lyu, in Findings of the Association for Computational Linguistics: ACL 2024 (ACL-Findings2024), Accepted for Publication, Bangkok, Thailand, August 11 - August 16, 2024.
    Paper [ML]

  6. “Go Static: Contextualized Logging Statement Generation,” Yichen LI, Yintong Huo, Renyi Zhong, Zhihan Jiang, Jinyang Liu, Junjie Huang, Jiazhen Gu, Pinjia He, Michael R. Lyu, in Proceedings of the 2024 ACM International Conference on the Foundations of Software Engineering (FSE2024), Accepted for Publication, Porto de Galinhas, Brazil, July 15 - July 19, 2024.
    Paper [SE]

  7. “Less Cybersickness, Please: Demystifying and Detecting Stereoscopic Visual Inconsistencies in Virtual Reality Applications,” Shuqing Li, Cuiyun Gao, Jianping Zhang, Yujia Zhang, Yepang Liu, Jiazhen Gu, Yun Peng, Michael R. Lyu, in Proceedings of the 2024 ACM International Conference on the Foundations of Software Engineering (FSE2024), Accepted for Publication, Porto de Galinhas, Brazil, July 15 - July 19, 2024.
    Paper [SE]

  8. “LILAC: Log Parsing using LLMs with Adaptive Parsing Cache,” Zhihan Jiang, Jinyang Liu, Zhuangbin Chen, Yichen LI, Junjie Huang, Yintong Huo, Pinjia He, Jiazhen Gu, Michael R. Lyu, in Proceedings of the 2024 ACM International Conference on the Foundations of Software Engineering (FSE2024), Accepted for Publication, Porto de Galinhas, Brazil, July 15 - July 19, 2024.
    Paper [SE]

  9. “Your Code Secret Belongs to Me: Neural Code Completion Tools Can Memorize Hard-coded Credentials,” Yizhan Huang, Yichen LI, Weibin Wu, Jianping Zhang, Michael R. Lyu, in Proceedings of the 2024 ACM International Conference on the Foundations of Software Engineering (FSE2024), Accepted for Publication, Porto de Galinhas, Brazil, July 15 - July 19, 2024.
    Paper [SE]

  10. “On the Humanity of Conversational AI: Evaluating the Psychological Portrayal of LLMs,” Jen-tse Huang, Wenxuan Wang, Eric John Li, Man Ho Lam, Shujie Ren, Youliang Yuan, Wenxiang Jiao, Zhaopeng Tu, Michael R. Lyu, in Proceedings of the Twelfth International Conference on Learning Representations (ICLR2024), pp. 1-24, Vienna, Austria, May 7 - May 11, 2024.
    ICLR 2024 Oral Presentation (86/7404, 1.16%)
    Paper [ML]

  11. “An Exploratory Investigation of Log Anomalies in Unmanned Aerial Vehicles,” Dinghua Wang, Shuqing Li, Guanping Xiao, Yepang Liu, Yulei Sui, Pinjia He, Michael R. Lyu, in Proceedings of the 46th IEEE/ACM International Conference on Software Engineering (ICSE2024), pp. 210:1-210:13, Lisbon, Portugal, April 14 - April 20, 2024.
    Paper [SE]

  12. “Domain Knowledge Matters: Improving Prompts with Fix Templates for Repairing Python Type Errors,” Yun Peng, Shuzheng Gao, Cuiyun Gao, Yintong Huo, Michael R. Lyu, in Proceedings of the 46th IEEE/ACM International Conference on Software Engineering (ICSE2024), pp. 4:1-4:13, Lisbon, Portugal, April 14 - April 20, 2024.
    Paper [SE]

  13. “Learning in the Wild: Towards Leveraging Unlabeled Data for Effectively Tuning Pre-trained Code Models,” Shuzheng Gao, Wenxin Mao, Cuiyun Gao, Li Li, Xing Hu, Xin Xia, Michael R. Lyu, in Proceedings of the 46th IEEE/ACM International Conference on Software Engineering (ICSE2024), pp. 80:1-80:13, Lisbon, Portugal, April 14 - April 20, 2024.
    Paper [SE]

  14. “Less is More? An Empirical Study on Configuration Issues in Python PyPI Ecosystem,” Yun Peng, Ruida Hu, Ruoke Wang, Cuiyun Gao, Shuqing Li, Michael R. Lyu, in Proceedings of the 46th IEEE/ACM International Conference on Software Engineering (ICSE2024), pp. 202:1-202:12, Lisbon, Portugal, April 14 - April 20, 2024.
    Paper [SE]

  15. “FaultProfIT: Hierarchical Fault Profiling of Incident Tickets in Large-scale Cloud Systems,” Junjie Huang, Jinyang Liu, Zhuangbin Chen, Zhihan Jiang, Yichen LI, Jiazhen Gu, Cong Feng, Zengyin Yang, Yongqiang Yang, Michael R. Lyu, in Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP2024), pp. 392-404, Lisbon, Portugal, April 14 - April 20, 2024.
    Paper [SE]

  16. “Knowledge-aware Alert Aggregation in Large-scale Cloud Systems: a Hybrid Approach,” Jinxi Kuang, Jinyang Liu, Junjie Huang, Renyi Zhong, Jiazhen Gu, Lan Yu, Rui Tan, Zengyin Yang, Michael R. Lyu, in Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP2024), pp. 369-380, Lisbon, Portugal, April 14 - April 20, 2024.
    Paper [SE]

  17. “Enhancing LLM-based Coding Tools Through Native Integration of IDE-Derived Static Context,” Yichen Li, Yun Peng, Yintong Huo, Michael R. Lyu, (ICSE-W2024), Accepted for Publication, Lisbon, Portugal, April 14 - April 20, 2024.
    Paper [SE]

  18. “Curvature-Invariant Adversarial Attacks for 3D Point Clouds,” Jianping Zhang, Wenwei Gu, Yizhan Huang, Zhihan Jiang, Weibin Wu, Michael R. Lyu, in Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI2024), pp. 7142-7150, Vancouver, Canada, February 20 - February 27, 2024.
    Paper [ML]

  19. “Improving the Adversarial Transferability of Vision Transformers with Virtual Dense Connection,” Jianping Zhang, Yizhan Huang, Zhuoer Xu, Weibin Wu, Michael R. Lyu, in Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI2024), pp. 7133-7141, Vancouver, Canada, February 20 - February 27, 2024.
    Paper [ML]

  20. “KLNK: Expanding Page Boundaries in a Distributed Shared Memory System,” Yi-Wei Ci, Michael R. Lyu, Zhan Zhang, De-Cheng Zuo, Xiao-Zong Yang, IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 35, no. 9, pp. 1524-1535, 2024.
    Paper [DS]

2023

  1. “CLEVA: Chinese Language Models EVAluation Platform,” Yanyang Li, Jianqiao Zhao, Duo Zheng, Zi-Yuan Hu, Zhi Chen, Xiaohui Su, Yongfeng Huang, Shijia Huang, Dahua Lin, Michael R. Lyu, Liwei Wang, in Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (System Demonstrations) (EMNLP2023), pp. 186-217, Singapore, Singapore, December 6 - December 10, 2023.
    Paper [ML]

  2. “API-Knowledge Aware Search-Based Software Testing: Where, What, and How,” Xiaoxue Ren, Xinyuan Ye, Yun Lin, Zhenchang Xing, Shuqing Li, Michael R. Lyu, in Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE2023), pp. 1320-1332, San Francisco, USA, December 3 - December 9, 2023.
    Paper [SE]

  3. “BiasAsker: Measuring the Bias in Conversational AI System,” Yuxuan Wan, Wenxuan Wang, Pinjia He, Jiazhen Gu, Haonan Bai, Michael R. Lyu, in Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE2023), pp. 515-527, San Francisco, USA, December 3 - December 9, 2023.
    Paper [SE]

  4. “A Roadmap towards Intelligent Operations for Reliable Cloud Computing Systems,” Yintong Huo, Cheryl Lee, Jinyang Liu, Tianyi Yang, Michael R. Lyu, in Proceedings of the IEEE International Conference on Data Mining - Workshops (ICDM-W2023), pp. 1213-1220, Shanghai, China, 4-Dec-23.
    Paper [ML]

  5. “Fine-Grained Data-Centric Content Protection Policy for Web Applications,” Zilun Wang, Wei Meng, Michael R. Lyu, in Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security (CCS2023), pp. 2845-2859, Copenhagen, Denmark, November 26 - November 30, 2023.
    Paper [SE]

  6. “VL-PET: Vision-and-Language Parameter-Efficient Tuning via Granularity Control,” Zi-Yuan Hu, Yanyang Li, Michael R. Lyu, Liwei Wang, in Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision (ICCV2023), pp. 2998-3008, Paris, France, October 1 - October 6, 2023.
    Paper [MM]

  7. “Loghub: A Large Collection of System Log Datasets for AI-driven Log Analytics,” Jieming Zhu, Shilin He, Pinjia He, Jinyang Liu, Michael R. Lyu, in Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering (ISSRE2023), pp. 355-366, Florence, Italy, October 9 - October 12, 2023.
    Paper [SE]

  8. “An Image is Worth a Thousand Toxic Words: A Metamorphic Testing Framework for Content Moderation Software,” Wenxuan Wang, Jingyuan Huang, Jen-tse Huang, Chang Chen, Jiazhen Gu, Pinjia He, Michael R. Lyu, in Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering (ASE2023), pp. 1339-1351, Luxembourg City, Luxembourg, September 11 - September 15, 2023.
    Paper [SE]

  9. “Generative Type Inference for Python,” Yun Peng, Chaozheng Wang, Wenxuan Wang, Cuiyun Gao, Michael R. Lyu, in Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering (ASE2023), pp. 988-999, Luxembourg City, Luxembourg, September 11 - September 15, 2023.
    ASE 2023 Distinguished Paper Award
    Paper [SE]

  10. “Prism: Revealing Hidden Functional Clusters of Massive Instances in Cloud Systems,” Jinyang Liu, Zhihan Jiang, Jiazhen Gu, Junjie Huang, Zhuangbin Chen, Cong Feng, Zengyin Yang, Yongqiang Yang, Michael R. Lyu, in Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering (ASE2023), pp. 268-280, Luxembourg City, Luxembourg, September 11 - September 15, 2023.
    Paper [SE]

  11. “REEF: A Framework for Collecting Real-World Vulnerabilities and Fixes,” Chaozheng Wang, Zongjie Li, Yun Pena, Shuzheng Gao, Sirong Chen, Shuai Wang, Cuiyun Gao, Michael R. Lyu, in Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering (ASE2023), pp. 1952-1962, Luxembourg City, Luxembourg, September 11 - September 15, 2023.
    Paper [SE]

  12. “Revealing Performance Issues in Server-side WebAssembly Runtimes via Differential Testing,” Shuyao Jiang, Ruiying Zeng, Zihao Rao, Jiazhen Gu, Yangfan Zhou, Michael R. Lyu, in Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering (ASE2023), pp. 661-672, Luxembourg City, Luxembourg, September 11 - September 15, 2023.
    Paper [SE]

  13. “What Makes Good In-context Demonstrations for Code Intelligence Tasks with LLMs? ,” Shuzheng Gao, Xin-Cheng Wen, Cuiyun Gao, Wenxuan Wang, Hongyu Zhang, Michael R. Lyu, in Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering (ASE2023), pp. 761-773, Luxembourg City, Luxembourg, September 11 - September 15, 2022.
    Paper [SE]

  14. “Towards Semantics- and Domain-Aware Adversarial Attacks,” Jianping Zhang, Yung-Chieh Huang, Weibin Wu, Michael R. Lyu, in Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI2023), pp. 536-544, Macao, SAR, China, August 19 - August 25, 2023.
    Paper [ML]

  15. “Validating Multimedia Content Moderation Software via Semantic Fusion,” Wenxuan Wang, Jingyuan Huang, Chang Chen, Jiazhen Gu, Jianping Zhang, Weibin Wu, Pinjia He, Michael R. Lyu, in Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA2023), pp. 576-588, Seattle, USA, July 17 - July 21, 2023.
    Paper [SE]

  16. “SMART: A High-Performance Adaptive Radix Tree for Disaggregated Memory,” Xuchuan Luo, Pengfei Zuo, Jiacheng Shen, Jiazhen Gu, Xin Wang, Michael R. Lyu, Yangfan Zhou, in Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation (OSDI2023), pp. 553-571, Boston, USA, July 10 - July 12, 2023.
    Paper [DS]

  17. “Transferable Adversarial Attacks on Vision Transformers With Token Gradient Regularization,” Jianping Zhang, Yizhan Huang, Weibin Wu, Michael R. Lyu, in Proceedings of the 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR2023), pp. 16415-16424, Vancouver, Canada, June 18 - June 22, 2023.
    Paper [MM]

  18. “Incident-aware Duplicate Ticket Aggregation for Cloud Systems,” Jinyang Liu, Shilin He, Zhuangbin Chen, Liqun Li, Yu Kang, Xu Zhang, Pinjia He, Hongyu Zhang, Qingwei Lin, Zhangwei Xu, Saravan Rajmohan, Dongmei Zhang, Michael R. Lyu, in Proceedings of the 45th IEEE/ACM International Conference on Software Engineering (ICSE2023), pp. 2299-2311, Melbourne, Australia, May 14 - May 20, 2023.
    Paper [SE]

  19. “MTTM: Metamorphic Testing for Textual Content Moderation Software,” Wenxuan Wang, Jen-tse Huang, Weibin Wu, Jianping Zhang, Yizhan Huang, Shuqing Li, Pinjia He, Michael R. Lyu, in Proceedings of the 45th IEEE/ACM International Conference on Software Engineering (ICSE2023), pp. 2387-2399, Melbourne, Australia, May 14 - May 20, 2023.
    Paper [SE]

  20. “Practical and Efficient Model Extraction of Sentiment Analysis APIs,” Weibin Wu, Jianping Zhang, Victor Junqiu Wei, Xixian Chen, Zibin Zheng, Irwin King, Michael R. Lyu, in Proceedings of the 45th IEEE/ACM International Conference on Software Engineering (ICSE2023), pp. 524-536, Melbourne, Australia, May 14 - May 20, 2023.
    Paper [SE]

  21. “Assessing Operational Accuracy of CNN-Based Image Classifiers Using an Oracle Surrogate,” Antonio Guerriero, Michael R. Lyu, Roberto Pietrantuono, Stefano Russo, Intelligent Systems with Applications (ISWA), vol. 17, no. 200172, 2023.
    Paper [ML]

  22. “A Transformer-Based Approach for Improving App Review Response Generation,” Weizhe Zhang, Wenchao Gu, Cuiyun Gao, Michael R. Lyu, Software: Practice and Experience (SPE), vol. 53, no. 2, pp. 438-454, 2023.
    Paper [SE]

  23. “Code Structure Guided Transformer for Source Code Summarization,” Shuzheng Gao, Cuiyun Gao, Yulan He, Jichuan Zeng, Lun Yiu Nie, Xin Xia, Michael R. Lyu, ACM Transactions on Software Engineering and Methodology (TOSEM), vol. 32, no. 1, pp. 1-32, 2023.
    Paper [SE]

  24. “API Usage Recommendation Via Multi-View Heterogeneous Graph Representation Learning,” Yujia Chen, Cuiyun Gao, Xiaoxue Ren, Yun Peng, Xin Xia, Michael R. Lyu, IEEE Transactions on Software Engineering (TSE), vol. 49, no. 5, pp. 3289-3304, 2023.
    Paper [SE]

  25. “Combatting Front-Running in Smart Contracts: Attack Mining, Benchmark Construction and Vulnerability Detector Evaluation,” Wuqi Zhang, Lili Wei, Shing-Chi Cheung, Yepang Liu, Shuqing Li, Lu Liu, Michael R. Lyu, IEEE Transactions on Software Engineering (TSE), vol. 49, no. 6, pp. 3630-3646, 2023.
    Paper [SE]

  26. “Prompt Tuning in Code Intelligence: An Experimental Evaluation,” Chaozheng Wang, Yuanhang Yang, Cuiyun Gao, Yun Peng, Hongyu Zhang, Michael R. Lyu, IEEE Transactions on Software Engineering (TSE), vol. 49, no. 11, pp. 4869-4885, 2023.
    Paper [SE]

  27. “Revisiting, Benchmarking and Exploring API Recommendation: How Far are We?,” Yun Peng, Shuqing Li, Wenwei Gu, Yichen Li, Wenxuan Wang, Cuiyun Gao, Michael R. Lyu, IEEE Transactions on Software Engineering (TSE), vol. 49, no. 4, pp. 1876-1897, 2023.
    Paper [SE]

2022

  1. “Eliciting Knowledge from Large Pre-Trained Models for Unsupervised Knowledge-Grounded Conversation,” Yanyang Li, Jianqiao Zhao, Michael R. Lyu, Liwei Wang, in Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP2022), pp. 10551-10564, Abu Dhabi, United Arab Emirates, December 7 - December 11, 2022.
    Paper [ML]

  2. “FlowEval: A Consensus-Based Dialogue Evaluation Framework Using Segment Act Flows,” Jianqiao Zhao, Yanyang Li, Wanyu Du, Yangfeng Ji, Dong Yu, Michael R. Lyu, Liwei Wang, in Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP2022), pp. 10469-10483, Abu Dhabi, United Arab Emirates, December 7 - December 11, 2022.
    Paper [ML]

  3. “Towards Efficient Post-Training Quantization of Pre-trained Language Models,” Haoli Bai, Lu Hou, Lifeng Shang, Xin Jiang, Irwin King, Michael R. Lyu, in Proceedings of the 36th Conference on Neural Information Processing Systems (NeurIPS2022), pp. 1-14, New Orleans, USA, November 28 - December 9, 2022.
    Paper [ML]

  4. “No More Fine-Tuning? An Experimental Evaluation of Prompt Tuning in Code Intelligence,” Chaozheng Wang, Yuanhang Yang, Cuiyun Gao, Yun Peng, Hongyu Zhang, Michael R. Lyu, in Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE2022), pp. 382-395, Singapore, Singapore, November 14 - November 19, 2022.
    Paper [SE]

  5. “Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training,” Yifan Gao, Qingyu Yin, Zheng Li, Rui Meng, Tong Zhao, Bing Yin, Irwin King, Michael R. Lyu, in Findings of the Association for Computational Linguistics: NAACL 2022 (NAACL-HLT-Findings2022), pp. 1233-1246, Seattle, USA, July 10 - July 15, 2022.
    Paper [ML]

  6. “Accelerating Code Search with Deep Hashing and Code Classification,” Wenchao Gu, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Michael R. Lyu, in Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (ACL2022), pp. 2534-2544, Dublin, Ireland, May 22 - May 27, 2022.
    Paper [ML]

  7. “Understanding and Improving Sequence-to-Sequence Pretraining for Neural Machine Translation,” Wenxuan Wang, Wenxiang Jiao, Yongchang Hao, Xing Wang, Shuming Shi, Zhaopeng Tu, Michael R. Lyu, in Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (ACL2022), pp. 2591-2600, Dublin, Ireland, May 22 - May 27, 2022.
    Paper [ML]

  8. “Static Inference Meets Deep learning: A Hybrid Type Inference Approach for Python,” Yun Peng, Cuiyun Gao, Zongjie Li, Bowei Gao, David Lo, Qirun Zhang, Michael R. Lyu, in Proceedings of the 44th IEEE/ACM International Conference on Software Engineering (ICSE2022), pp. 2019-2030, Pittsburgh, USA, May 25 - May 27, 2022.
    Paper [SE]

  9. “Text Revision by On-the-Fly Representation Optimization,” Jingjing Li, Zichao Li, Tao Ge, Irwin King, Michael R. Lyu, in Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI2022), pp. 10956-10964, Virtual, USA, February 22 - March 1, 2022.
    Paper [ML]

  10. “Understanding In-App Advertising Issues Based on Large Scale App Review Analysis,” Cuiyun Gao, Jichuan Zeng, David Lo, Xin Xia, Irwin King, Michael R. Lyu, Information and Software Technology (IST), vol. 142, no. 106741, 2022.
    Paper [SE]

  11. “An Intelligent Framework for Timely, Accurate, and Comprehensive Cloud Incident Detection,” Yichen Li, Xu Zhang, Shilin He, Zhuangbin Chen, Yu Kang, Jinyang Liu, Liqun Li, Yingnong Dang, Feng Gao, Zhangwei Xu, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang, Michael R. Lyu, ACM SIGOPS Operating Systems Review (SIGOPS-OSR), vol. 56, no, 1, pp. 1-7, 2022.
    Paper [SE]

  12. “Exploiting Inactive Examples for Natural Language Generation With Data Rejuvenation,” Wenxiang Jiao, Xing Wang, Shilin He, Zhaopeng Tu, Irwin King, Michael R. Lyu, IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP), vol. 30, pp. 931-943, 2022.
    Paper [ML]

  13. “Memory-Safety Challenge Considered Solved? An In-Depth Study with All Rust CVEs,” Hui Xu, Zhuangbin Chen, Mingshen Sun, Yangfan Zhou, Michael R. Lyu, ACM Transactions on Software Engineering and Methodology (TOSEM), vol. 31, no. 1, pp. 1-25, 2022.
    Paper [SE]

  14. “Learning by Distillation: A Self-Supervised Learning Framework for Optical Flow Estimation,” Pengpeng Liu, Michael R. Lyu, Irwin King, Jia Xu, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 44, no. 9, pp. 5026-5041, 2022.
    Paper [MM]

  15. “Web Service QoS Prediction via Collaborative Filtering: A Survey,” Zibin Zheng, Xiaoli Li, Mingdong Tang, Fenfang Xie, Michael R. Lyu, IEEE Transactions on Services Computing (TSC), vol. 15, no. 4, pp. 2455-2472, 2022.
    Paper [DS]

  16. “Emerging App Issue Identification via Online Joint Sentiment-Topic Tracing,” Cuiyun Gao, Jichuan Zeng, Zhiyuan Wen, David Lo, Xin Xia, Irwin King, Michael R. Lyu, IEEE Transactions on Software Engineering (TSE), vol. 48, no. 8, pp. 3025-3043, 2022.
    Paper [SE]

2021

  1. “DAP-BERT: Differentiable Architecture Pruning of BERT,” Chung-Yiu Yau, Haoli Bai, Irwin King, Michael R. Lyu, in Proceedings of the 28th International Conference on Neural Information Processing (ICONIP2021), pp. 367-378, Sanur, Indonesia, December 8 - December 12, 2021.
    Paper [ML]

  2. “BinaryBERT: Pushing the Limit of BERT Quantization,” Haoli Bai, Wei Zhang, Lu Hou, Lifeng Shang, Jin Jin, Xin Jiang, Qun Liu, Michael R. Lyu, Irwin King, in Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP2021), pp. 4334-4348, Virtual Event, USA, August 1 - August 6, 2021.
    Paper [ML]

  3. “Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation,” Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Shuming Shi, Michael R. Lyu, Irwin King, in Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP2021), pp. 2840-2850, Virtual Event, USA, August 1 - August 6, 2021.
    Paper [ML]

  4. “Discrete Auto-regressive Variational Attention Models for Text Modeling,” Xianghong Fang, Haoli Bai, Jian Li, Zenglin Xu, Michael R. Lyu, Irwin King, in Proceedings of the 2021 International Joint Conference on Neural Networks (IJCNN2021), pp. 1-8, Shenzhen, China, July 18 - July 22, 2021.
    Paper [ML]

  5. “Multi-Task Learning with Shared Encoder for Non-Autoregressive Machine Translation,” Yongchang Hao, Shilin He, Wenxiang Jiao, Zhaopeng Tu, Michael R. Lyu, Xing Wang, in Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT2021), pp. 3989-3996, Online, June 6 - June 11, 2021.
    Paper [ML]

  6. “TOUR: Dynamic Topic and Sentiment Analysis of User Reviews for Assisting App Release,” Tianyi Yang, Cuiyun Gao, Jingya Zang, David Lo, Michael R. Lyu, in Proceedings of the Companion Track of The Web Conference 2021 (WWW:C2021), pp. 708-712, Virtual Event, Slovenia, April 19 - April 23, 2021.
    Paper [DS]

  7. “Do Users Care about Ad's Performance Costs? Exploring the Effects of the Performance Costs of In-App Ads on User Experience,” Cuiyun Gao, Jichuan Zeng, Federica Sarro, David Lo, Irwin King, Michael R. Lyu, Information and Software Technology (IST), vol. 138, no. 106471, 2021.
    Paper [SE]

  8. “CRaDLe: Deep Code Retrieval Based on Semantic Dependency Learning,” Wenchao Gu, Zongjie Li, Cuiyun Gao, Chaozheng Wang, Hongyu Zhang, Zenglin Xu, Michael R. Lyu, Neural Networks (NEURNET), vol. 141, pp. 385-394, 2021.
    Paper [ML]

  9. “On the Diversity of Multi-Head Attention,” Jian Li, Xing Wang, Zhaopeng Tu, Michael R. Lyu, Neurocomputing (NEUROCOMPUTING), vol. 454, pp. 14-24, 2021.
    Paper [ML]

  10. “Making Online Sketching Hashing Even Faster,” Xixian Chen, Haiqin Yang, Shenglin Zhao, Michael R. Lyu, Irwin King, IEEE Transactions on Knowledge and Data Engineering (TKDE), vol. 33, no. 3, pp. 1089-1101, 2021.
    Paper [ML]

  11. “Automating App Review Response Generation Based on Contextual Knowledge,” Cuiyun Gao, Wenjie Zhou, Xin Xia, David Lo, Qi Xie, Michael R. Lyu, ACM Transactions on Software Engineering and Methodology (TOSEM), vol. 31, no. 1, pp. 1-36, 2021.
    Paper [SE]

  12. “Why an Android App Is Classified as Malware: Towards Malware Classification Interpretation,” Bozhi Wu, Sen Chen, Cuiyun Gao, Lingling Fan, Yang Liu, Weiping Wen, Michael R. Lyu, ACM Transactions on Software Engineering and Methodology (TOSEM), vol. 30, no. 2, pp. 21:2-21:29, 2021.
    Paper [SE]

2020

  1. “Revisiting Parameter Sharing for Automatic Neural Channel Number Search,” Jiaxing Wang, Haoli Bai, Jiaxiang Wu, Xupeng Shi, Junzhou Huang, Irwin King, Michael R. Lyu, Jian Cheng, in Proceedings of the 34th Conference on Neural Information Processing Systems (NeurIPS2020), pp. 1-12, Vancouver, Canada, December 6 - December 12, 2020.
    Paper [ML]

  2. “Unsupervised Text Generation by Learning from Search,” Jingjing Li, Zichao Li, Lili Mou, Xin Jiang, Michael R. Lyu, Irwin King, in Proceedings of the 34th Conference on Neural Information Processing Systems (NeurIPS2020), pp. 1-12, Vancouver, Canada, December 6 - December 12, 2020.
    Paper [ML]

  3. “Learning 3D Face Reconstruction with a Pose Guidance Network,” Pengpeng Liu, Xintong Han, Michael R. Lyu, Irwin King, Jia Xu, in Proceedings of the 15th Asian Conference on Computer Vision (ACCV2020), pp. 154-169, Kyoto, Japan, November 30 - December 4, 2020.
    ACCV 2020 Oral Presentation
    Paper [MM]

  4. “Cross-Media Keyphrase Prediction: A Unified Framework with Multi-Modality Multi-Head Attention and Image Wordings,” Yue Wang, Jing Li, Michael R. Lyu, Irwin King, in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP2020), pp. 3311-3324, Online, USA, November 16 - November 20, 2020.
    Paper [ML]

  5. “Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation,” Wenxiang Jiao, Xing Wang, Shilin He, Irwin King, Michael R. Lyu, Zhaopeng Tu, in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP2020), pp. 2255-2266, Online, USA, November 16 - November 20, 2020.
    Paper [ML]

  6. “Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading,” Yifan Gao, Chien-Sheng Wu, Jingjing Li, Shafiq R. Joty, Steven C. H. Hoi, Caiming Xiong, Irwin King, Michael R. Lyu, in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP2020), pp. 2439-2449, Online, USA, November 16 - November 20, 2020.
    Paper [ML]

  7. “VD-BERT: A Unified Vision and Dialog Transformer with BERT,” Yue Wang, Shafiq R. Joty, Michael R. Lyu, Irwin King, Caiming Xiong, Steven C. H. Hoi, in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP2020), pp. 3325-3338, Online, USA, November 16 - November 20, 2020.
    Paper [ML]

  8. “Dialogue Generation on Infrequent Sentence Functions via Structured Meta-Learning,” Yifan Gao, Piji Li, Wei Bi, Xiaojiang Liu, Michael R. Lyu, Irwin King, in Findings of the Association for Computational Linguistics: EMNLP 2020 (EMNLP-Findings2020), pp. 431-440, Online, USA, November 16 - November 20, 2020.
    Paper [ML]

  9. “Exploiting Unsupervised Data for Emotion Recognition in Conversations,” Wenxiang Jiao, Michael R. Lyu, Irwin King, in Findings of the Association for Computational Linguistics: EMNLP 2020 (EMNLP-Findings2020), pp. 4839-4846, Online, USA, November 16 - November 20, 2020.
    Paper [ML]

  10. “Towards Intelligent Incident Management: Why We Need It and How We Make It,” Zhuangbin Chen, Yu Kang, Hongyu Zhang, Hui Xu, Li Yang, Zhangwei Xu, Pu Zhao, Michael R. Lyu, in Proceedings of the 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE2020), pp. 1487-1497, Online, USA, November 8 - November 13, 2020.
    Paper [SE]

  11. “Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading,” Yifan Gao, Chien-Sheng Wu, Shafiq R. Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi, in Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL2020), pp. 935-945, Online, USA, Jul 5, 2020 - Jul 10, 2020.
    Paper [ML]

  12. “Photon: A Robust Cross-Domain Text-to-SQL System,” Jichuan Zeng, Xi Victoria Lin, Steven C. H. Hoi, Richard Socher, Caiming Xiong, Michael R. Lyu, Irwin King, in Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations (ACL:Demo2020), pp. 204-214, Online, USA, Jul 5, 2020 - Jul 10, 2020.
    Paper [ML]

  13. “Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching,” Pengpeng Liu, Irwin King, Michael R. Lyu, Jia Xu, in Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR2020), pp. 6647-6656, Seattle, USA, June 13 - June 19, 2020.
    Paper [MM]

  14. “What Changed Your Mind: The Roles of Dynamic Topics and Discourse in Argumentation Process,” Jichuan Zeng, Jing Li, Yulan He, Cuiyun Gao, Michael R. Lyu, Irwin King, in Proceedings of The Web Conference 2020 (WWW2020), pp. 1502-1513, Taipei, Taiwan, April 20 - April 25, 2020.
    Paper [DS]

  15. “Few Shot Network Compression via Cross Distillation,” Haoli Bai, Jiaxiang Wu, Irwin King, Michael R. Lyu, in Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI2020), pp. 3203-3210, New York, USA, February 7 - February 12, 2020.
    Paper [ML]

  16. “Neuron Interaction Based Representation Composition for Neural Machine Translation,” Jian Li, Xing Wang, Baosong Yang, Shuming Shi, Michael R. Lyu, Zhaopeng Tu, in Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI2020), pp. 8204-8211, New York, USA, February 7 - February 12, 2020.
    Paper [ML]

  17. “Real-Time Emotion Recognition via Attention Gated Hierarchical Memory Network,” Wenxiang Jiao, Michael R. Lyu, Irwin King, in Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI2020), pp. 8002-8009, New York, USA, February 7 - February 12, 2020.
    Paper [ML]

  18. “CDS: A Cross-Version Software Defect Prediction Model with Data Selection,” Jie Zhang, Jiajing Wu, Chun Lung Philip Chen, Zibin Zheng, Michael R. Lyu, IEEE Access (ACCESS), vol. 8, pp. 110059-110072, 2020.
    Paper [SE]

  19. “Layered Obfuscation: A Taxonomy of Software Obfuscation Techniques for Layered Security,” Hui Xu, Yangfan Zhou, Jiang Ming, Michael R. Lyu, Cybersecurity (CYBERSECURITY), vol. 3, no. 9, pp. 1-18, 2020.
    Paper [SE]

  20. “Expert Perspectives on AI,” Anita D. Carleton, Erin Harper, Michael R. Lyu, Sigrid Eldh, Tao Xie, Tim Menzies, IEEE Software (SOFTWARE), vol. 37, no. 4, pp. 87-94, 2020.
    Paper [SE]

  21. “The AI Effect: Working at the Intersection of AI and SE,” Anita D. Carleton, Erin Harper, Tim Menzies, Tao Xie, Sigrid Eldh, Michael R. Lyu, IEEE Software (SOFTWARE), vol. 37, no. 4, pp. 26-35, 2020.
    Paper [SE]

  22. “Benchmarking the Capability of Symbolic Execution Tools with Logic Bombs,” Hui Xu, Zirui Zhao, Yangfan Zhou, Michael R. Lyu, IEEE Transactions on Dependable and Secure Computing (TDSC), vol. 17, no. 6, pp. 1243-1256, 2020.
    Paper [SE]

  23. “Effective Data-Aware Covariance Estimator from Compressed Data,” Xixian Chen, Haiqin Yang, Shenglin Zhao, Michael R. Lyu, Irwin King, IEEE Transactions on Neural Networks and Learning Systems (TNNLS), vol. 31, no. 7, pp. 2441-2454, 2020.
    Paper [ML]

  24. “Random Priority-Based Thrashing Control for Distributed Shared Memory,” Yi-Wei Ci, Michael R. Lyu, Zhan Zhang, De-Cheng Zuo, Xiao-Zong Yang, IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 31, no. 3, pp. 663-674, 2020.
    Paper [DS]

  25. “Incorporating Geographical Location for Team Formation in Social Coding Sites,” Liang Chen, Yongjian Ye, Angyu Zheng, Fenfang Xie, Zibin Zheng, Michael R. Lyu, World Wide Web: Internet and Web Information Systems (WWW), vol. 23, no. 1, pp. 153-174, 2020.
    Paper [DS]

2019

  1. “Automating App Review Response Generation,” Cuiyun Gao, Jichuan Zeng, Xin Xia, David Lo, Michael R. Lyu, Irwin King, in Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering (ASE2019), pp. 163-175, San Diego, USA, November 11 - November 15, 2019.
    Paper [SE]

  2. “Logzip: Extracting Hidden Structures via Iterative Clustering for Log Compression,” Jinyang Liu, Jieming Zhu, Shilin He, Pinjia He, Zibin Zheng, Michael R. Lyu, in Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering (ASE2019), pp. 863-873, San Diego, USA, November 11 - November 15, 2019.
    Paper [SE]

  3. “Improving Question Generation with to the Point Context,” Jingjing Li, Yifan Gao, Lidong Bing, Irwin King, Michael R. Lyu, in Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP/IJCNLP2019), pp. 3214-3224, Hong Kong, China, November 3 - November 7, 2019.
    Paper [ML]

  4. “Towards Understanding Neural Machine Translation with Word Importance,” Shilin He, Zhaopeng Tu, Xing Wang, Longyue Wang, Michael R. Lyu, Shuming Shi, in Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP/IJCNLP2019), pp. 953-962, Hong Kong, China, November 3 - November 7, 2019.
    Paper [ML]

  5. “An Empirical Study of Common Challenges in Developing Deep Learning Applications,” Tianyi Zhang, Cuiyun Gao, Lei Ma, Michael R. Lyu, Miryung Kim, in Proceedings of the 30th IEEE International Symposium on Software Reliability Engineering (ISSRE2019), pp. 104-115, Berlin, Germany, October 28 - October 31, 2019.
    Paper [SE]

  6. “Textout: Detecting Text-Layout Bugs in Mobile Apps via Visualization-Oriented Learning,” Yaohui Wang, Hui Xu, Yangfan Zhou, Michael R. Lyu, Xin Wang, in Proceedings of the 30th IEEE International Symposium on Software Reliability Engineering (ISSRE2019), pp. 239-249, Berlin, Germany, October 28 - October 31, 2019.
    Paper [SE]

  7. “Difficulty Controllable Generation of Reading Comprehension Questions,” Yifan Gao, Lidong Bing, Wang Chen, Michael R. Lyu, Irwin King, in Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI2019), pp. 4968-4974, Macao, China, August 10 - August 16, 2019.
    Paper [ML]

  8. “Interconnected Question Generation with Coreference Alignment and Conversation Flow Modeling,” Yifan Gao, Piji Li, Irwin King, Michael R. Lyu, in Proceedings of the 57th Conference of the Association for Computational Linguistics (ACL2019), pp. 4853-4862, Florence, Italy, July 28 - August 2, 2019.
    Paper [ML]

  9. “Topic-Aware Neural Keyphrase Generation for Social Media Language,” Yue Wang, Jing Li, Hou Pong Chan, Irwin King, Michael R. Lyu, Shuming Shi, in Proceedings of the 57th Conference of the Association for Computational Linguistics (ACL2019), pp. 2516-2526, Florence, Italy, July 28 - August 2, 2019.
    Paper [ML]

  10. “An Online Topic Modeling Framework with Topics Automatically Labeled,” Fenglei Jin, Cuiyun Gao, Michael R. Lyu, in Proceedings of the 2019 Workshop on Widening NLP (ACL:WiNLP2019), pp. 73-76, Florence, Italy, 28-Jul-19.
    Paper [ML]

  11. “SelFlow: Self-Supervised Learning of Optical Flow,” Pengpeng Liu, Michael R. Lyu, Irwin King, Jia Xu, in Proceedings of the 2019 IEEE Conference on Computer Vision and Pattern Recognition (CVPR2019), pp. 4571-4580, Long Beach, USA, June 16 - June 20, 2019.
    Paper [MM]

  12. “Deep Validation: Toward Detecting Real-World Corner Cases for Deep Neural Networks,” Weibin Wu, Hui Xu, Sanqiang Zhong, Michael R. Lyu, Irwin King, in Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2019), pp. 125-137, Portland, USA, June 24 - June 27, 2019.
    Paper [SE]

  13. “NV-DNN: Towards Fault-Tolerant DNN Systems with N-Version Programming,” Hui Xu, Zhuangbin Chen, Weibin Wu, Zhi Jin, Sy-Yen Kuo, Michael R. Lyu, in Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSNW2019), pp. 44-47, Portland, USA, June 24 - June 27, 2019.
    Paper [SE]

  14. “HiGRU: Hierarchical Gated Recurrent Units for Utterance-Level Emotion Recognition,” Wenxiang Jiao, Haiqin Yang, Irwin King, Michael R. Lyu, in Proceedings of the 17th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT2019), pp. 397-406, Minneapolis, USA, June 2 - June 7, 2019.
    Paper [ML]

  15. “Information Aggregation for Multi-Head Attention with Routing-by-Agreement,” Jian Li, Baosong Yang, Zi-Yi Dou, Xing Wang, Michael R. Lyu, Zhaopeng Tu, in Proceedings of the 17th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT2019), pp. 3566-3575, Minneapolis, USA, June 2 - June 7, 2019.
    Paper [ML]

  16. “Microblog Hashtag Generation via Encoding Conversation Contexts,” Yue Wang, Jing Li, Irwin King, Michael R. Lyu, Shuming Shi, in Proceedings of the 17th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT2019), pp. 1624-1633, Minneapolis, USA, June 2 - June 7, 2019.
    Paper [ML]

  17. “Emerging App Issue Identification from User Feedback: Experience on WeChat,” Cuiyun Gao, Wujie Zheng, Yuetang Deng, David Lo, Jichuan Zeng, Michael R. Lyu, Irwin King, in Proceedings of the 41st International Conference on Software Engineering: Software Engineering in Practice (ICSE:SEIP2019), pp. 279-288, Montreal, Canada, May 25 - May 31, 2019.
    Paper [SE]

  18. “Tools and Benchmarks for Automated Log Parsing,” Jieming Zhu, Shilin He, Jinyang Liu, Pinjia He, Qi Xie, Zibin Zheng, Michael R. Lyu, in Proceedings of the 41st International Conference on Software Engineering: Software Engineering in Practice (ICSE:SEIP2019), pp. 121-130, Montreal, Canada, May 25 - May 31, 2019.
    Paper [SE]

  19. “DDFlow: Learning Optical Flow with Unlabeled Data Distillation,” Pengpeng Liu, Irwin King, Michael R. Lyu, Jia Xu, in Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI2019), pp. 8770-8777, Honolulu, USA, January 27 - February 1, 2019.
    Paper [ML]

  20. “Generating Distractors for Reading Comprehension Questions from Real Examinations,” Yifan Gao, Lidong Bing, Piji Li, Irwin King, Michael R. Lyu, in Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI2019), pp. 6423-6430, Honolulu, USA, January 27 - February 1, 2019.
    Paper [ML]

  21. “Title-Guided Encoding for Keyphrase Generation,” Wang Chen, Yifan Gao, Jiani Zhang, Irwin King, Michael R. Lyu, in Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI2019), pp. 6268-6275, Honolulu, USA, January 27 - February 1, 2019.
    Paper [ML]

  22. “What You Say and How You Say It: Joint Modeling of Topics and Discourse in Microblog Conversations,” Jichuan Zeng, Jing Li, Yulan He, Cuiyun Gao, Michael R. Lyu, Irwin King, Transactions of the Association for Computational Linguistics (TACL), vol. 7, pp. 267-281, 2019.
    Paper [ML]

2018

  1. “Almost Optimal Algorithms for Linear Stochastic Bandits with Heavy-Tailed Payoffs,” Han Shao, Xiaotian Yu, Irwin King, Michael R. Lyu, in Proceedings of the 32nd Conference on Neural Information Processing Systems (NeurIPS2018), pp. 8430-8439, Montreal, Canada, December 3 - December 8, 2018.
    Paper [ML]

  2. “Identifying Impactful Service System Problems via Log Analysis,” Shilin He, Qingwei Lin, Jian-Guang Lou, Hongyu Zhang, Michael R. Lyu, Dongmei Zhang, in Proceedings of the 26th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE2018), pp. 60-70, Lake Buena Vista, USA, November 4 - November 9, 2018.
    Paper [SE]

  3. “INFAR: Insight Extraction from App Reviews,” Cuiyun Gao, Jichuan Zeng, David Lo, Chin-Yew Lin, Michael R. Lyu, Irwin King, in Proceedings of the 26th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE2018), pp. 904-907, Lake Buena Vista, USA, November 4 - November 9, 2018.
    Paper [SE]

  4. “Neural Relational Topic Models for Scientific Article Analysis,” Haoli Bai, Zhuangbin Chen, Michael R. Lyu, Irwin King, Zenglin Xu, in Proceedings of the 27th ACM International Conference on Information and Knowledge Management (CIKM2018), pp. 27-36, Torino, Italy, October 22 - October 26, 2018.
    Paper [ML]

  5. “Multi-Head Attention with Disagreement Regularization,” Jian Li, Zhaopeng Tu, Baosong Yang, Michael R. Lyu, Tong Zhang, in Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP2018), pp. 2897-2903, Brussels, Belgium, October 31 - November 4, 2018.
    Paper [ML]

  6. “Topic Memory Networks for Short Text Classification,” Jichuan Zeng, Jing Li, Yan Song, Cuiyun Gao, Michael R. Lyu, Irwin King, in Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP2018), pp. 3120-3131, Brussels, Belgium, October 31 - November 4, 2018.
    Paper [ML]

  7. “Characterizing the Natural Language Descriptions in Software Logging Statements,” Pinjia He, Zhuangbin Chen, Shilin He, Michael R. Lyu, in Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering (ASE2018), pp. 178-189, Corum, Montpellier, France, September 3 - September 7, 2018.
    Paper [SE]

  8. “Exploring the Effects of Ad Schemes on the Performance Cost of Mobile Phones,” Cuiyun Gao, Jichuan Zeng, Federica Sarro, Michael R. Lyu, Irwin King, in Proceedings of the 1st International Workshop on Advances in Mobile App Analysis (ASE:A-Mobile2018), pp. 13-18, Corum, Montpellier, France, 4-Sep-18.
    Paper [SE]

  9. “Pure Exploration of Multi-Armed Bandits with Heavy-Tailed Payoffs,” Xiaotian Yu, Han Shao, Michael R. Lyu, Irwin King, in Proceedings of the 34th Conference on Uncertainty in Artificial Intelligence (UAI2018), pp. 937-946, Monterey, USA, August 6 - August 10, 2018.
    Paper [ML]

  10. “Personalized Sequential Check-in Prediction: Beyond Geographical and Temporal Contexts,” Shenglin Zhao, Xixian Chen, Irwin King, Michael R. Lyu, in Proceedings of the 2018 IEEE International Conference on Multimedia and Expo (ICME2018), pp. 1-6, San Diego, USA, July 23 - July 27, 2018.
    Paper [MM]

  11. “A Generic Approach for Accelerating Stochastic Zeroth-Order Convex Optimization,” Xiaotian Yu, Irwin King, Michael R. Lyu, Tianbao Yang, in Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI2018), pp. 3040-3046, Stockholm, Sweden, July 13 - July 19, 2018.
    Paper [ML]

  12. “Code Completion with Neural Attention and Pointer Networks,” Jian Li, Yue Wang, Michael R. Lyu, Irwin King, in Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI2018), pp. 4159-4165, Stockholm, Sweden, July 13 - July 19, 2018.
    Paper [ML]

  13. “Manufacturing Resilient Bi-Opaque Predicates Against Symbolic Execution,” Hui Xu, Yangfan Zhou, Yu Kang, Fengzhi Tu, Michael R. Lyu, in Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2018), pp. 666-677, Luxembourg City, Luxembourg, June 25 - June 28, 2018.
    Paper [SE]

  14. “Online App Review Analysis for Identifying Emerging Issues,” Cuiyun Gao, Jichuan Zeng, Michael R. Lyu, Irwin King, in Proceedings of the 40th International Conference on Software Engineering (ICSE2018), pp. 48-58, Gothenburg, Sweden, May 27 - June 3, 2018.
    Paper [SE]

  15. “Aggregated Temporal Tensor Factorization Model for Point-of-Interest Recommendation,” Shenglin Zhao, Irwin King, Michael R. Lyu, Neural Processing Letters (NPLETT), vol. 47, no. 3, pp. 975-992, 2018.
    Paper [ML]

  16. “Overlapping Community Detection with Preference and Locality Information: A Non-Negative Matrix Factorization Approach,” Hongyi Zhang, Xingyu Niu, Irwin King, Michael R. Lyu, Social Network Analysis and Mining (SNAM), vol. 8, no. 1, pp. 43:1-43:14, 2018.
    Paper [ML]

  17. “Point-of-Interest Recommendation in Location-Based Social Networks,” Shenglin Zhao, Michael R. Lyu, Irwin King, in Springer Briefs in Computer Science, pp. 1-99, Published by Springer, 2018.
    Paper [ML]

  18. “Social Recommendation in Dynamic Networks,” Hao Ma, Irwin King, Michael R. Lyu, in Encyclopedia of Social Network Analysis and Mining, pp. 2772-2778, Published by Springer, 2018.
    Paper [ML]

  19. “ARF-Predictor: Effective Prediction of Aging-Related Failure Using Entropy,” Pengfei Chen, Yong Qi, Xinyi Li, Di Hou, Michael R. Lyu, IEEE Transactions on Dependable and Secure Computing (TDSC), vol. 15, no. 4, pp. 675-693, 2018.
    Paper [SE]

  20. “Towards Automated Log Parsing for Large-Scale Log Data Analysis,” Pinjia He, Jieming Zhu, Shilin He, Jian Li, Michael R. Lyu, IEEE Transactions on Dependable and Secure Computing (TDSC), vol. 15, no. 6, pp. 931-944, 2018.
    Paper [SE]

  21. “Online Nonlinear AUC Maximization for Imbalanced Data Sets,” Junjie Hu, Haiqin Yang, Michael R. Lyu, Irwin King, Anthony Man-Cho So, IEEE Transactions on Neural Networks and Learning Systems (TNNLS), vol. 29, no. 4, pp. 882-895, 2018.
    Paper [ML]

  22. “MalPat: Mining Patterns of Malicious and Benign Android Apps via Permission-Related APIs,” Guanhong Tao, Zibin Zheng, Ziying Guo, Michael R. Lyu, IEEE Transactions on Reliability (TR), vol. 67, no. 1, pp. 355-369, 2018.
    Paper [SE]

  23. “A Data Set for User Request Trace-Oriented Monitoring and Its Applications,” Jingwen Zhou, Zhenbang Chen, Ji Wang, Zibin Zheng, Michael R. Lyu, IEEE Transactions on Services Computing (TSC), vol. 11, no. 4, pp. 699-712, 2018.
    Paper [DS]

2017

  1. “From Mutual Friends to Overlapping Community Detection: A Non-Negative Matrix Factorization Approach,” Xingyu Niu, Hongyi Zhang, Michael R. Lyu, Irwin King, in Proceedings of the 13th International Conference on Advanced Data Mining and Applications (ADMA2017), pp. 180-194, Singapore, Singapore, November 5 - November 6, 2017.
    Paper [ML]

  2. “Traffic Prediction Based Power Saving in Cellular Networks: A Machine Learning Method,” Sheng Zhang, Shenglin Zhao, Mingxuan Yuan, Jia Zeng, Jianguo Yao, Michael R. Lyu, Irwin King, in Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (GIS2017), pp. 29:1-29:10, Redondo Beach, USA, November 7 - November 10, 2017.
    Paper [ML]

  3. “Risk Control of Best Arm Identification in Multi-Armed Bandits via Successive Rejects,” Xiaotian Yu, Irwin King, Michael R. Lyu, in Proceedings of the 17th IEEE International Conference on Data Mining (ICDM2017), pp. 1147-1152, New Orleans, USA, November 18 - November 21, 2017.
    Paper [ML]

  4. “Geo-Pairwise Ranking Matrix Factorization Model for Point-of-Interest Recommendation,” Shenglin Zhao, Irwin King, Michael R. Lyu, in Proceedings of the 24th International Conference on Neural Information Processing (ICONIP2017), pp. 368-377, Guangzhou, China, November 14 - November 18, 2017.
    Paper [ML]

  5. “Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data,” Xixian Chen, Michael R. Lyu, Irwin King, in Proceedings of the 34th International Conference on Machine Learning (ICML2017), pp. 767-776, Sydney, Australia, August6 - August 11, 2017.
    Paper [ML]

  6. “Mining Business Opportunities from Location-Based Social Networks,” Shenglin Zhao, Irwin King, Michael R. Lyu, Jia Zeng, Mingxuan Yuan, in Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2017), pp. 1037-1040, Tokyo, Japan, August 7 - August 11, 2017.
    Paper [ML]

  7. “FROSH: FasteR Online Sketching Hashing,” Xixian Chen, Irwin King, Michael R. Lyu, in Proceedings of the 33rd Conference on Uncertainty in Artificial Intelligence (UAI2017), Sydney, Australia, August 11 - August 15, 2017.
    Paper [ML]

  8. “Software Defect Prediction via Convolutional Neural Network,” Jian Li, Pinjia He, Jieming Zhu, Michael R. Lyu, in Proceedings of the 2017 IEEE International Conference on Software Quality, Reliability and Security (QRS2017), pp. 318-328, Prague, Czech Republic, July 25 - July 29, 2017.
    Paper [SE]

  9. “Concolic Execution on Small-Size Binaries: Challenges and Empirical Study,” Hui Xu, Yangfan Zhou, Yu Kang, Michael R. Lyu, in Proceedings of the 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2017), pp. 181-188, Denver, USA, June 26 - June 29, 2017.
    Paper [SE]

  10. “CARP: Context-Aware Reliability Prediction of Black-Box Web Services,” Jieming Zhu, Pinjia He, Qi Xie, Zibin Zheng, Michael R. Lyu, in Proceedings of the 24th IEEE International Conference on Web Services (ICWS2017), pp. 17-24, Honolulu, USA, June 25 - June 30, 2017.
    Paper [DS]

  11. “Drain: An Online Log Parsing Approach with Fixed Depth Tree,” Pinjia He, Jieming Zhu, Zibin Zheng, Michael R. Lyu, in Proceedings of the 24th IEEE International Conference on Web Services (ICWS2017), pp. 33-40, Honolulu, USA, June 25 - June 30, 2017.
    Paper [DS]

  12. “IntelliAd: Assisting Mobile App Developers in Measuring Ad Costs Automatically,” Cuiyun Gao, Yichuan Man, Hui Xu, Jieming Zhu, Yangfan Zhou, Michael R. Lyu, in Proceedings of the 39th International Conference on Software Engineering Companion Volume (ICSE:C2017), pp. 253-255, Buenos Aires, Argentina, May 20 - May 28, 2017.
    Paper [SE]

  13. “Simple and Efficient Parallelization for Probabilistic Temporal Tensor Factorization,” Guangxi Li, Zenglin Xu, Linnan Wang, Jinmian Ye, Irwin King, Michael R. Lyu, in Proceedings of the 2017 IEEE International Joint Conference on Neural Networks (IJCNN2017), pp. 1-8, Anchorage, USA, May 14 - May 19, 2017.
    Paper [ML]

  14. “Geo-Teaser: Geo-Temporal Sequential Embedding Rank for Point-of-Interest Recommendation,” Shenglin Zhao, Tong Zhao, Irwin King, Michael R. Lyu, in Proceedings of the 26th International Conference on World Wide Web Companion (WWW:C2017), pp. 153-162, Perth, Australia, April 3 - April 7, 2017.
    Paper [DS]

  15. “CBRAP: Contextual Bandits with RAndom Projection,” Xiaotian Yu, Michael R. Lyu, Irwin King, in Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI2017), pp. 2859-2866, San Francisco, USA, February 4 - February 9, 2017.
    Paper [ML]

  16. “QoS Prediction in Cloud and Service Computing: Approaches and Applications,” Yilei Zhang, Michael R. Lyu, in Springer Briefs in Computer Science, pp. 1-122, Published by Springer, 2017.
    Paper [DS]

  17. “Online QoS Prediction for Runtime Service Adaptation via Adaptive Matrix Factorization,” Jieming Zhu, Pinjia He, Zibin Zheng, Michael R. Lyu, IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 28, no. 10, pp. 2911-2924, 2017.
    Paper [DS]

  18. “Cloud Service Reliability Enhancement via Virtual Machine Placement Optimization,” Ao Zhou, Shangguang Wang, Bo Cheng, Zibin Zheng, Fangchun Yang, Rong N. Chang, Michael R. Lyu, Rajkumar Buyya, IEEE Transactions on Services Computing (TSC), vol. 10, no. 6, pp. 902-913, 2017.
    Paper [DS]

  19. “Online Reliability Prediction via Motifs-Based Dynamic Bayesian Networks for Service-Oriented Systems,” Hongbing Wang, Lei Wang, Qi Yu, Zibin Zheng, Athman Bouguettaya, Michael R. Lyu, IEEE Transactions on Software Engineering (TSE), vol. 43, no. 6, pp. 556-579, 2017.
    Paper [SE]

2016

  1. “DiagDroid: Android Performance Diagnosis via Anatomizing Asynchronous Executions,” Yu Kang, Yangfan Zhou, Hui Xu, Michael R. Lyu, in Proceedings of the 24th ACM SIGSOFT International Symposium on Foundations of Software Engineering (FSE2016), pp. 410-421, Seattle, USA, November 13 - November 18, 2016.
    Paper [SE]

  2. “Aggregated Temporal Tensor Factorization Model for Point-of-Interest Recommendation,” Shenglin Zhao, Michael R. Lyu, Irwin King, in Proceedings of the 23rd International Conference on Neural Information Processing (ICONIP2016), pp. 450-458, Kyoto, Japan, October 16 - October 21, 2016.
    Paper [ML]

  3. “Experience Report: Detecting Poor-Responsive UI in Android Applications,” Yu Kang, Yangfan Zhou, Min Gao, Yixia Sun, Michael R. Lyu, in Proceedings of the 27th IEEE International Symposium on Software Reliability Engineering (ISSRE2016), pp. 490-501, Ottawa, Canada, October 23 - October 27, 2016.
    Paper [SE]

  4. “Experience Report: System Log Analysis for Anomaly Detection,” Shilin He, Jieming Zhu, Pinjia He, Michael R. Lyu, in Proceedings of the 27th IEEE International Symposium on Software Reliability Engineering (ISSRE2016), pp. 207-218, Ottawa, Canada, October 23 - October 27, 2016.
    ISSRE 2019 30-Year Most Influential Papers
    Paper [SE]

  5. “Experience Report: Understanding Cross-Platform App Issues from User Reviews,” Yichuan Man, Cuiyun Gao, Michael R. Lyu, Jiuchun Jiang, in Proceedings of the 27th IEEE International Symposium on Software Reliability Engineering (ISSRE2016), pp. 138-149, Ottawa, Canada, October 23 - October 27, 2016.
    Paper [SE]

  6. “Modeling the Homophily Effect between Links and Communities for Overlapping Community Detection,” Hongyi Zhang, Tong Zhao, Irwin King, Michael R. Lyu, in Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI2016), pp. 3938-3944, New York, USA, July 9 - July 15, 2016.
    Paper [ML]

  7. “Online Non-Negative Dictionary Learning via Moment Information for Sparse Poisson Coding,” Xiaotian Yu, Haiqin Yang, Irwin King, Michael R. Lyu, in Proceedings of the 2016 IEEE International Joint Conference on Neural Networks (IJCNN2016), pp. 5094-5101, Vancouver, Canada, July 24 - July 29, 2016.
    Paper [ML]

  8. “An Evaluation Study on Log Parsing and Its Use in Log Mining,” Pinjia He, Jieming Zhu, Shilin He, Jian Li, Michael R. Lyu, in Proceedings of the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2016), pp. 654-661, Toulouse, France, June 28 - July 1, 2016.
    Paper [SE]

  9. “Asymmetric Correlation Regularized Matrix Factorization for Web Service Recommendation,” Qi Xie, Shenglin Zhao, Zibin Zheng, Jieming Zhu, Michael R. Lyu, in Proceedings of the 23rd IEEE International Conference on Web Services (ICWS2016), pp. 204-211, San Francisco, USA, June 27 - July 2, 2016.
    Paper [DS]

  10. “N-Version Obfuscation,” Hui Xu, Yangfan Zhou, Michael R. Lyu, in Proceedings of the 2nd ACM International Workshop on Cyber-Physical System Security (AsiaCCS:CPSS2016), pp. 22-33, Xi'an, China, 30-May-16.
    Paper [SE]

  11. “STELLAR: Spatial-Temporal Latent Ranking for Successive Point-of-Interest Recommendation,” Shenglin Zhao, Tong Zhao, Haiqin Yang, Michael R. Lyu, Irwin King, in Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence (AAAI2016), pp. 315-322, Phoenix, USA, February 12 - February 17, 2016.
    Paper [ML]

  12. “Assessing the Security Properties of Software Obfuscation,” Hui Xu, Michael R. Lyu, IEEE Security and Privacy (SECURPRIV), vol. 14, no. 5, pp. 80-83, 2016.
    Paper [SE]

  13. “On Cloud Service Reliability Enhancement with Optimal Resource Usage,” Ao Zhou, Shangguang Wang, Zibin Zheng, Ching-Hsien Hsu, Michael R. Lyu, Fangchun Yang, IEEE Transactions on Cloud Computing (TCC), vol. 4, no. 4, pp. 452-466, 2016.
    Paper [DS]

  14. “A Unified Point-of-Interest Recommendation Framework in Location-Based Social Networks,” Chen Cheng, Haiqin Yang, Irwin King, Michael R. Lyu, ACM Transactions on Intelligent Systems and Technology (TIST), vol. 8, no. 1, pp. 10:1-10:21, 2016.
    Paper [ML]

  15. “Web Service Personalized Quality of Service Prediction via Reputation-Based Matrix Factorization,” Jianlong Xu, Zibin Zheng, Michael R. Lyu, IEEE Transactions on Reliability (TR), vol. 65, no. 1, pp. 28-37, 2016.
    Paper [SE]

  16. “A Spatial-Temporal QoS Prediction Approach for Time-Aware Web Service Recommendation,” Xinyu Wang, Jianke Zhu, Zibin Zheng, Wenjie Song, Yuanhong Shen, Michael R. Lyu, ACM Transactions on the Web (TWEB), vol. 10, no. 1, pp. 7:1-7:25, 2016.
    Paper [DS]

2015

  1. “PAID: Prioritizing App Issues for Developers by Tracking User Reviews over Versions,” Cuiyun Gao, Baoxiang Wang, Pinjia He, Jieming Zhu, Yangfan Zhou, Michael R. Lyu, in Proceedings of the 26th IEEE International Symposium on Software Reliability Engineering (ISSRE2015), pp. 35-45, Washington DC, USA, November 2 - November 5, 2015.
    Paper [SE]

  2. “SpyAware: Investigating the Privacy Leakage Signatures in App Execution Traces,” Hui Xu, Yangfan Zhou, Cuiyun Gao, Yu Kang, Michael R. Lyu, in Proceedings of the 26th IEEE International Symposium on Software Reliability Engineering (ISSRE2015), pp. 348-358, Washington DC, USA, November 2 - November 5, 2015.
    Paper [SE]

  3. “Entropy-Based Service Selection with Uncertain QoS for Mobile Cloud Computing,” Yue Wang, Zibin Zheng, Michael R. Lyu, in Proceedings of the 1st IEEE Conference on Collaboration and Internet Computing (CIC2015), pp. 252-259, Hangzhou, China, October 27 - October 30, 2015.
    Paper [DS]

  4. “Exploiting k-Degree Locality to Improve Overlapping Community Detection,” Hongyi Zhang, Michael R. Lyu, Irwin King, in Proceedings of the 24th International Joint Conference on Artificial Intelligence (IJCAI2015), pp. 2394-2400, Buenos Aires, Argentina, July 25 - July 31, 2015.
    Paper [ML]

  5. “Training-Efficient Feature Map for Shift-Invariant Kernels,” Xixian Chen, Haiqin Yang, Irwin King, Michael R. Lyu, in Proceedings of the 24th International Joint Conference on Artificial Intelligence (IJCAI2015), pp. 3395-3401, Buenos Aires, Argentina, July 25 - July 31, 2015.
    Paper [ML]

  6. “Fast Relative-Error Approximation Algorithm for Ridge Regression,” Shouyuan Chen, Yang Liu, Michael R. Lyu, Irwin King, Shengyu Zhang, in Proceedings of the 31st Conference on Uncertainty in Artificial Intelligence (UAI2015), pp. 201-210, Amsterdam, The Netherlands, July 12 - July 16, 2015.
    Paper [ML]

  7. “A Privacy-Preserving QoS Prediction Framework for Web Service Recommendation,” Jieming Zhu, Pinjia He, Zibin Zheng, Michael R. Lyu, in Proceedings of the 22nd IEEE International Conference on Web Services (ICWS2015), pp. 241-248, New York, USA, June 27 - July 2, 2015.
    Paper [DS]

  8. “Learning to Log: Helping Developers Make Informed Logging Decisions,” Jieming Zhu, Pinjia He, Qiang Fu, Hongyu Zhang, Michael R. Lyu, Dongmei Zhang, in Proceedings of the 37th IEEE/ACM International Conference on Software Engineering (ICSE2015), pp. 415-425, Florence, Italy, May 16 - May 24, 2015.
    Paper [SE]

  9. “Incorporating Implicit Link Preference into Overlapping Community Detection,” Hongyi Zhang, Irwin King, Michael R. Lyu, in Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI2015), pp. 396-402, Austin, USA, January 25 - January 30, 2015.
    Paper [ML]

  10. “Kernelized Online Imbalanced Learning with Fixed Budgets,” Junjie Hu, Haiqin Yang, Irwin King, Michael R. Lyu, Anthony Man-Cho So, in Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI2015), pp. 2666-2672, Austin, USA, January 25 - January 30, 2015.
    Paper [ML]

  11. “Reliability Prediction for Internetware Applications: A Research Framework and Its Practical Use,” Zibin Zheng, Jingke Meng, Guanhong Tao, Michael R. Lyu, China Communications (ChinaCom), vol. 12, no. 12, pp. 13-20, 2015.
    Paper [SE]

  12. “Extracting and Selecting Distinctive EEG Features for Efficient Epileptic Seizure Prediction,” Ning Wang, Michael R. Lyu, IEEE Journal of Biomedical and Health Informatics (JBHI), vol. 19, no. 5, pp. 1648-1659, 2015.
    Paper [ML]

  13. “A Topic-Biased User Reputation Model in Rating Systems,” Baichuan Li, Rong-Hua Li, Irwin King, Michael R. Lyu, Jeffrey Xu Yu, Knowledge and Information Systems (KAIS), vol. 44, no. 3, pp. 581-607, 2015.
    Paper [ML]

  14. “Learning to Suggest Questions in Social Media,” Tom Chao Zhou, Michael R. Lyu, Irwin King, Jie Lou, Knowledge and Information Systems (KAIS), vol. 43, no. 2, pp. 389-416, 2015.
    Paper [ML]

  15. “Budget Constrained Non-Monotonic Feature Selection,” Haiqin Yang, Zenglin Xu, Michael R. Lyu, Irwin King, Neural Networks (NEURNET), vol. 71, pp. 214-224, 2015.
    Paper [ML]

  16. “Maximum Margin Semi-Supervised Learning with Irrelevant Data,” Haiqin Yang, Kaizhu Huang, Irwin King, Michael R. Lyu, Neural Networks (NEURNET), vol. 70, pp. 90-102, 2015.
    Paper [ML]

  17. “Service Fault Tolerance for Highly Reliable Service-Oriented Systems: An Overview,” Zibin Zheng, Michael R. Lyu, Huaimin Wang, Science China Information Sciences (SCIS), vol. 58, no. 5, pp. 1-12, 2015.
    Paper [DS]

  18. “Selecting an Optimal Fault Tolerance Strategy for Reliable Service-Oriented Systems with Local and Global Constraints,” Zibin Zheng, Michael R. Lyu, IEEE Transactions on Computers (TC), vol. 64, no. 1, pp. 219-232, 2015.
    Paper [DS]

  19. “Reputation Measurement and Malicious Feedback Rating Prevention in Web Service Recommendation Systems,” Shangguang Wang, Zibin Zheng, Zhengping Wu, Michael R. Lyu, Fangchun Yang, IEEE Transactions on Services Computing (TSC), vol. 8, no. 5, pp. 755-767, 2015.
    Paper [DS]

  20. “Towards Operational Cost Minimization in Hybrid Clouds for Dynamic Resource Provisioning with Delay-Aware Optimization,” Song Li, Yangfan Zhou, Lei Jiao, Xinya Yan, Xin Wang, Michael R. Lyu, IEEE Transactions on Services Computing (TSC), vol. 8, no. 3, pp. 398-409, 2015.
    Paper [DS]

2014

  1. “TraceBench: An Open Data Set for Trace-Oriented Monitoring,” Jingwen Zhou, Zhenbang Chen, Ji Wang, Zibin Zheng, Michael R. Lyu, in Proceedings of the IEEE 6th International Conference on Cloud Computing Technology and Science (CLOUDCOM2014), pp. 519-526, Singapore, Singapore, December 15 - December 18, 2014.
    Paper [DS]

  2. “Combinatorial Pure Exploration of Multi-Armed Bandits,” Shouyuan Chen, Tian Lin, Irwin King, Michael R. Lyu, Wei Chen, in Proceedings of the 28th Conference on Neural Information Processing Systems (NIPS2014), pp. 379-387, Montreal, Canada, December 8 - December 13, 2014.
    NIPS 2014 Oral Presentation
    Paper [ML]

  3. “Non-Monotonic Feature Selection for Regression,” Haiqin Yang, Zenglin Xu, Irwin King, Michael R. Lyu, in Proceedings of the 21st International Conference on Neural Information Processing (ICONIP2014), pp. 44-51, Kuching, Malaysia, November 3 - November 6, 2014.
    Paper [ML]

  4. “Gradient Boosting Factorization Machines,” Chen Cheng, Fen Xia, Tong Zhang, Irwin King, Michael R. Lyu, in Proceedings of the 8th ACM Conference on Recommender Systems (RecSys2014), pp. 265-272, Foster City, USA, October 6 - October 10, 2014.
    Paper [ML]

  5. “Ratings Meet Reviews, a Combined Approach to Recommend,” Guang Ling, Michael R. Lyu, Irwin King, in Proceedings of the 8th ACM Conference on Recommender Systems (RecSys2014), pp. 105-112, Foster City, USA, October 6 - October 10, 2014.
    Paper [ML]

  6. “Exploiting Homophily-Based Implicit Social Network to Improve Recommendation Performance,” Tong Zhao, Junjie Hu, Pinjia He, Hang Fan, Michael R. Lyu, Irwin King, in Proceedings of the 2014 IEEE International Joint Conference on Neural Networks (IJCNN2014), pp. 2539-2547, Beijing, China, July 6 - July 11, 2014.
    Paper [ML]

  7. “Towards Continuous and Passive Authentication via Touch Biometrics: An Experimental Study on Smartphones,” Hui Xu, Yangfan Zhou, Michael R. Lyu, in Proceedings of the 10th Symposium on Usable Privacy and Security (SOUPS2014), pp. 187-198, Menlo Park, USA, July 9 - July 11, 2014.
    Paper [SE]

  8. “Towards an Open Data Set for Trace-Oriented Monitoring,” Jingwen Zhou, Zhenbang Chen, Ji Wang, Zibin Zheng, Michael R. Lyu, in Proceedings of the 7th IEEE International Conference on Cloud Computing (CLOUD2014), pp. 922-923, Anchorage, USA, June 27 - July 2, 2014.
    Paper [DS]

  9. “Towards Online, Accurate, and Scalable QoS Prediction for Runtime Service Adaptation,” Jieming Zhu, Pinjia He, Zibin Zheng, Michael R. Lyu, in Proceedings of the 34th International Conference on Distributed Computing Systems Workshops (ICDCS2014), pp. 318-327, Madrid, Spain, June 30 - July 3, 2014.
    Paper [DS]

  10. “Delay-Aware Cost Optimization for Dynamic Resource Provisioning in Hybrid Clouds,” Song Li, Yangfan Zhou, Lei Jiao, Xinya Yan, Xin Wang, Michael R. Lyu, in Proceedings of the 21st IEEE International Conference on Web Services (ICWS2014), pp. 169-176, Anchorage, USA, June 27 - July 2, 2014.
    Paper [DS]

  11. “Location-Based Hierarchical Matrix Factorization for Web Service Recommendation,” Pinjia He, Jieming Zhu, Zibin Zheng, Jianlong Xu, Michael R. Lyu, in Proceedings of the 21st IEEE International Conference on Web Services (ICWS2014), pp. 297-304, Anchorage, USA, June 27 - July 2, 2014.
    Paper [DS]

  12. “Granger Causality-Aware Prediction and Diagnosis of Software Degradation,” Pengfei Zheng, Yangfan Zhou, Michael R. Lyu, Yong Qi, in Proceedings of the 11th IEEE International Conference on Services Computing (SCC2014), pp. 528-535, Anchorage, USA, June 27 - July 2, 2014.
    Paper [DS]

  13. “A Hierarchical Matrix Factorization Approach for Location-Based Web Service QoS Prediction,” Pinjia He, Jieming Zhu, Jianlong Xu, Michael R. Lyu, in Proceedings of the 8th IEEE International Symposium on Service-Oriented System Engineering (SOSE2014), pp. 290-295, Oxford, The United Kingdom, April 7 - April 11, 2014.
    Paper [DS]

  14. “An EMG Enhanced Impedance and Force Control Framework for Telerobot Operation in Space,” Ning Wang, Chenguang Yang, Michael R. Lyu, Zhijun Li, in Proceedings of the 2014 IEEE Aerospace Conference (Aerospace2014), pp. 1-10, Big Sky, USA, March 1 - March 8, 2014.
    Paper [DS]

  15. “CGA-Based Deadlock Solving Strategies towards Vehicle Sensing Systems,” Jianlong Xu, Zibin Zheng, Michael R. Lyu, EURASIP Journal on Wireless Communications and Networking (EURASIP JWCN), vol. 1, no. 214, pp. 1-11, 2014.
    Paper [DS]

  16. “A Topology-Aware Method for Scientific Application Deployment on Cloud,” Pei Fan, Zhenbang Chen, Ji Wang, Zibin Zheng, Michael R. Lyu, International Journal of Web and Grid Services (IJWGS), vol. 10, no. 4, pp. 338-370, 2014.
    Paper [DS]

  17. “Clustering Web Services to Facilitate Service Discovery,” Jian Wu, Liang Chen, Zibin Zheng, Michael R. Lyu, Zhaohui Wu, Knowledge and Information Systems (KAIS), vol. 38, no. 1, pp. 207-229, 2014.
    Paper [ML]

  18. “Modeling and Exploiting Tag Relevance for Web Service Mining,” Liang Chen, Jian Wu, Zibin Zheng, Michael R. Lyu, Zhaohui Wu, Knowledge and Information Systems (KAIS), vol. 39, no. 1, pp. 153-173, 2014.
    Paper [ML]

  19. “QoS-Aware Web Service Recommendation via Collaborative Filtering,” Xi Chen, Zibin Zheng, Michael R. Lyu, in Web Services Foundations, pp. 563-588, Published by Springer, 2014.
    Paper [DS]

  20. “Social Recommendation in Dynamic Networks,” Hao Ma, Irwin King, Michael R. Lyu, in Encyclopedia of Social Network Analysis and Mining, pp. 1923-1929, Published by Springer, 2014.
    Paper [ML]

  21. “Web Service Recommendation via Exploiting Location and QoS Information,” Xi Chen, Zibin Zheng, Qi Yu, Michael R. Lyu, IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 25, no. 7, pp. 1913-1924, 2014.
    Paper [DS]

  22. “An Automatic Framework for Detecting and Characterizing Performance Degradation of Software Systems,” Pengfei Zheng, Yong Qi, Yangfan Zhou, Pengfei Chen, Jianfeng Zhan, Michael R. Lyu, IEEE Transactions on Reliability (TR), vol. 63, no. 4, pp. 927-943, 2014.
    Paper [SE]

  23. “Investigating QoS of Real-World Web Services,” Zibin Zheng, Yilei Zhang, Michael R. Lyu, IEEE Transactions on Services Computing (TSC), vol. 7, no. 1, pp. 32-39, 2014.
    Paper [DS]

  24. “Reliability-Based Design Optimization for Cloud Migration,” Weiwei Qiu, Zibin Zheng, Xinyu Wang, Xiaohu Yang, Michael R. Lyu, IEEE Transactions on Services Computing (TSC), vol. 7, no. 2, pp. 223-236, 2014.
    Paper [DS]

  25. “An Online Performance Prediction Framework for Service-Oriented Systems,” Yilei Zhang, Zibin Zheng, Michael R. Lyu, IEEE Transactions on Systems, Man, and Cybernetics: Systems (TSMC), vol. 44, no. 9, pp. 1169-1181, 2014.
    Paper [ML]

2013

  1. “Exact and Stable Recovery of Pairwise Interaction Tensors,” Shouyuan Chen, Michael R. Lyu, Irwin King, Zenglin Xu, in Proceedings of the 27th Conference on Neural Information Processing Systems (NIPS2013), pp. 1691-1699, Lake Tahoe, USA, December 5 - December 8, 2013.
    Paper [ML]

  2. “Online Imbalanced Learning with Kernels,” Haiqin Yang, Junjie Hu, Michael R. Lyu, Irwin King, in Proceedings of the 27th Conference on Neural Information Processing Systems Workshop on Big Learning: Advances in Algorithms and Data Management (NIPS:Big Learning2013), pp. 5-10, Lake Tahoe, USA, December 5 - December 8, 2013.
    Paper [ML]

  3. “Capturing Geographical Influence in POI Recommendations,” Shenglin Zhao, Irwin King, Michael R. Lyu, in Proceedings of the 20th International Conference on Neural Information Processing (ICONIP2013), pp. 530-537, Daegu, Korea, November 3 - November 7, 2013.
    Paper [ML]

  4. “Sparse Poisson Coding for High Dimensional Document Clustering,” Chenxia Wu, Haiqin Yang, Jianke Zhu, Jiemi Zhang, Irwin King, Michael R. Lyu, in Proceedings of the 2013 IEEE International Conference on Big Data (BigData2013), pp. 512-517, Santa Clara, USA, October 6 - October 9, 2013.
    Paper [ML]

  5. “A Hierarchical Entity-Based Approach to Structuralize User Generated Content in Social Media: A Case of Yahoo! Answers,” Baichuan Li, Jing Liu, Chin-Yew Lin, Irwin King, Michael R. Lyu, in Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing (EMNLP2013), pp. 1521-1532, Seattle, USA, October 18 - October 21, 2013.
    Paper [ML]

  6. “A Unified Framework for Reputation Estimation in Online Rating Systems,” Guang Ling, Irwin King, Michael R. Lyu, in Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI2013), pp. 2670-2676, Beijing, China, August 3 - August 9, 2013.
    Paper [ML]

  7. “Where You Like to Go Next: Successive Point-of-Interest Recommendation,” Chen Cheng, Haiqin Yang, Michael R. Lyu, Irwin King, in Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI2013), pp. 2605-2611, Beijing, China, August 3 - August 9, 2013.
    Paper [ML]

  8. “Service-Generated Big Data and Big Data-as-a-Service: An Overview,” Zibin Zheng, Jieming Zhu, Michael R. Lyu, in Proceedings of the 2013 IEEE International Congress on Big Data (BigData Congress2013), pp. 403-410, Santa Clara, USA, June 27 - July 2, 2013.
    Paper [ML]

  9. “DR2: Dynamic Request Routing for Tolerating Latency Variability in Online Cloud Applications,” Jieming Zhu, Zibin Zheng, Michael R. Lyu, in Proceedings of the 6th IEEE International Conference on Cloud Computing (CLOUD2013), pp. 589-596, Santa Clara, USA, June 28 - July 3, 2013.
    Paper [DS]

  10. “Fast Algorithms for Dyck-CFL-Reachability with Applications to Alias Analysis,” Qirun Zhang, Michael R. Lyu, Hao Yuan, Zhendong Su, in Proceedings of the 34th ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI2013), pp. 435-446, Seattle, USA, June 16 - June 19, 2013.
    Third Prize of PLDI 2013 Student Research Competition
    Paper [SE]

  11. “Reputation-Aware QoS Value Prediction of Web Services,” Weiwei Qiu, Zibin Zheng, Xinyu Wang, Xiaohu Yang, Michael R. Lyu, in Proceedings of the 10th IEEE International Conference on Services Computing (SCC2013), pp. 41-48, Santa Clara, USA, June 28 - July 3, 2013.
    Paper [DS]

  12. “A Machine Learning Framework for Space Medicine Predictive Diagnostics with Physiological Signals,” Ning Wang, Michael R. Lyu, Chenguang Yang, in Proceedings of the 2013 IEEE Aerospace Conference (Aerospace2013), pp. 1-12, Big Sky, USA, March 2 - March 9, 2013.
    Paper [DS]

  13. “Scaling Service-Oriented Applications into Geo-Distributed Clouds,” Jieming Zhu, Zibin Zheng, Yangfan Zhou, Michael R. Lyu, in Proceedings of the 7th IEEE International Symposium on Service-Oriented System Engineering (SOSE2013), pp. 335-340, San Francisco, USA, March 25 - March 28, 2013.
    Paper [DS]

  14. “An Online Service-Oriented Performance Profiling Tool for Cloud Computing Systems,” Haibo Mi, Huaimin Wang, Yangfan Zhou, Michael R. Lyu, Hua Cai, Gang Yin, Frontiers of Computer Science (FCS), vol. 7, no. 3, pp. 431-445, 2013.
    Paper [DS]

  15. “MDiag: Mobility-Assisted Diagnosis for Wireless Sensor Networks,” Junjie Xiong, Yangfan Zhou, Michael R. Lyu, Evan F. Y. Young, Journal of Network and Computer Applications (JNCA), vol. 36, no. 1, pp. 167-177, 2013.
    Paper [DS]

  16. “QoS Management of Web Services,” Zibin Zheng, Michael R. Lyu, in Advanced Topics in Science and Technology in China, pp. 1-162, Published by Springer, 2013.
    Paper [DS]

  17. “Efficient Online Learning for Multitask Feature Selection,” Haiqin Yang, Michael R. Lyu, Irwin King, ACM Transactions on Knowledge Discovery from Data (TKDD), vol. 7, no. 2, pp. 6:1-6:27, 2013.
    Paper [ML]

  18. “Personalized Reliability Prediction of Web Services,” Zibin Zheng, Michael R. Lyu, ACM Transactions on Software Engineering and Methodology (TOSEM), vol. 22, no. 2, pp. 12:1-12:25, 2013.
    Paper [SE]

  19. “QoS Ranking Prediction for Cloud Services,” Zibin Zheng, Xinmiao Wu, Yilei Zhang, Michael R. Lyu, Jianmin Wang, IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 24, no. 6, pp. 1213-1222, 2013.
    Paper [DS]

  20. “Toward Fine-Grained, Unsupervised, Scalable Performance Diagnosis for Production Cloud Computing Systems,” Haibo Mi, Huaimin Wang, Yangfan Zhou, Michael R. Lyu, Hua Cai, IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 24, no. 6, pp. 1245-1255, 2013.
    Paper [DS]

  21. “Collaborative Web Service QoS Prediction via Neighborhood Integrated Matrix Factorization,” Zibin Zheng, Hao Ma, Michael R. Lyu, Irwin King, IEEE Transactions on Services Computing (TSC), vol. 6, no. 3, pp. 289-299, 2013.
    Paper [DS]

  22. “Personalized Web Service Recommendation via Normal Recovery Collaborative Filtering,” Huifeng Sun, Zibin Zheng, Junliang Chen, Michael R. Lyu, IEEE Transactions on Services Computing (TSC), vol. 6, no. 4, pp. 573-579, 2013.
    Paper [DS]

2012

  1. “Exploration of Instantaneous Amplitude and Frequency Features for Epileptic Seizure Prediction,” Ning Wang, Michael R. Lyu, in Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering (BIBE2012), pp. 292-297, Larnaca, Cyprus, November 11 - November 13, 2012.
    Paper [ML]

  2. “T-Morph: revealing buggy behaviors of TinyOS applications via rule mining and visualization,” Yangfan Zhou, Xinyu Chen, Michael R. Lyu, Jiangchuan Liu, in Proceedings of the ACM SIGSOFT 20th International Symposium on the Foundations of Software Engineering (FSE2012), pp. 1-11, Cary, USA, November 11 - November 16, 2012.
    Paper [SE]

  3. “Are You a Social Conformer?,” Priyanka Garg, Irwin King, Michael R. Lyu, in Proceedings of the 19th International Conference on Neural Information Processing (ICONIP2012), pp. 694-701, Doha, Qatar, November 12 - November 15, 2012.
    Paper [ML]

  4. “WSTRank: Ranking Tags to Facilitate Web Service Mining,” Liang Chen, Zibin Zheng, Yipeng Feng, Jian Wu, Michael R. Lyu, in Proceedings of the 10th International Conference on Service-Oriented Computing (ICSOC2012), pp. 574-581, Shanghai, China, November 12 - November 15, 2012.
    Paper [DS]

  5. “Do Ads Compete or Collaborate? Designing Click Models with Full Relationship Incorporated,” Xin Xin, Irwin King, Ritesh Agrawal, Michael R. Lyu, Heyan Huang, in Proceedings of the 21st ACM International Conference on Information and Knowledge Management (CIKM2012), pp. 1839-1843, Maui, USA, October 29 - November 2, 2012.
    Paper [ML]

  6. “Information Propagation in Social Rating Networks,” Priyanka Garg, Irwin King, Michael R. Lyu, in Proceedings of the 21st ACM International Conference on Information and Knowledge Management (CIKM2012), pp. 2279-2282, Maui, USA, October 29 - November 2, 2012.
    Paper [ML]

  7. “Response Aware Model-Based Collaborative Filtering,” Guang Ling, Haiqin Yang, Michael R. Lyu, Irwin King, in Proceedings of the 28th Conference on Uncertainty in Artificial Intelligence (UAI2012), pp. 501-510, Catalina Island, USA, August 14 - August 18, 2012.
    Paper [ML]

  8. “Online Protocol Verification in Wireless Sensor Networks via Non-Intrusive Behavior Profiling,” Yangfan Zhou, Xinyu Chen, Michael R. Lyu, Jiangchuan Liu, in Proceedings of the 7th International Conference on Wireless Algorithms, Systems, and Applications (WASA2012), pp. 100-111, Yellow Mountains, China, August 8 - August 10, 2012.
    Paper [DS]

  9. “A Data-Driven Approach to Question Subjectivity Identification in Community Question Answering,” Tom Chao Zhou, Xiance Si, Edward Y. Chang, Irwin King, Michael R. Lyu, in Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence (AAAI2012), Toronto, Canada, July 22 - July 26, 2012.
    Paper [ML]

  10. “Fused Matrix Factorization with Geographical and Social Influence in Location-Based Social Networks,” Chen Cheng, Haiqin Yang, Irwin King, Michael R. Lyu, in Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence (AAAI2012), Toronto, Canada, July 22 - July 26, 2012.
    Paper [ML]

  11. “P-Tracer: Path-Based Performance Profiling in Cloud Computing Systems,” Haibo Mi, Huaimin Wang, Hua Cai, Yangfan Zhou, Michael R. Lyu, Zhenbang Chen, in Proceedings of the 36th Annual International Computer Software and Applications Conference (COMPSAC2012), pp. 509-514, Izmir, Turkey, July 16 - July 20, 2012.
    Paper [SE]

  12. “A Latency-Aware Co-Deployment Mechanism for Cloud-Based Services,” Yu Kang, Zibin Zheng, Michael R. Lyu, in Proceedings of the 5th IEEE International Conference on Cloud Computing (CLOUD2012), pp. 630-637, Honolulu, USA, June 24 - June 29, 2012.
    Paper [DS]

  13. “Topology-Aware Deployment of Scientific Applications in Cloud Computing,” Pei Fan, Zhenbang Chen, Ji Wang, Zibin Zheng, Michael R. Lyu, in Proceedings of the 5th IEEE International Conference on Cloud Computing (CLOUD2012), pp. 319-326, Honolulu, USA, June 24 - June 29, 2012.
    Paper [DS]

  14. “WSP: A Network Coordinate Based Web Service Positioning Framework for Response Time Prediction,” Jieming Zhu, Yu Kang, Zibin Zheng, Michael R. Lyu, in Proceedings of the 19th IEEE International Conference on Web Services (ICWS2012), pp. 90-97, Honolulu, USA, June 24 - June 29, 2012.
    Paper [DS]

  15. “Communities of Yahoo! Answers and Baidu Zhidao: Complementing or Competing?,” Baichuan Li, Michael R. Lyu, Irwin King, in Proceedings of the 2012 IEEE International Joint Conference on Neural Networks (IJCNN2012), pp. 1-8, Brisbane, Australia, June 10 - June 15, 2012.
    Paper [ML]

  16. “Online Learning for Collaborative Filtering,” Guang Ling, Haiqin Yang, Irwin King, Michael R. Lyu, in Proceedings of the 2012 IEEE International Joint Conference on Neural Networks (IJCNN2012), pp. 1-8, Brisbane, Australia, June 10 - June 15, 2012.
    Paper [ML]

  17. “Modeling and Exploiting Heterogeneous Bibliographic Networks for Expertise Ranking,” Hongbo Deng, Jiawei Han, Michael R. Lyu, Irwin King, in Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL2012), pp. 71-80, Washington DC, USA, June 10 - June 14, 2012.
    JCDL 2012 Vannevar Bush Best Paper Award
    Paper [DS]

  18. “A Clustering-Based QoS Prediction Approach for Web Service Recommendation,” Jieming Zhu, Yu Kang, Zibin Zheng, Michael R. Lyu, in Proceedings of the 15th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops (ISORCW2012), pp. 93-98, Shenzhen, China, 11-Apr-12.
    Paper [DS]

  19. “Real-Time Performance Prediction for Cloud Components,” Yilei Zhang, Zibin Zheng, Michael R. Lyu, in Proceedings of the 15th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops (ISORCW2012), pp. 106-111, Shenzhen, China, 11-Apr-12.
    Paper [DS]

  20. “A Classification-Based Approach to Question Routing in Community Question Answering,” Tom Chao Zhou, Michael R. Lyu, Irwin King, in Proceedings of the 21st International Conference on World Wide Web Companion (WWW:C2012), pp. 783-790, Lyon, France, April 16 - April 20, 2012.
    Paper [DS]

  21. “Analyzing and Predicting Question Quality in Community Question Answering Services,” Baichuan Li, Tan Jin, Michael R. Lyu, Irwin King, Barley Mak, in Proceedings of the 21st International Conference on World Wide Web Companion (WWW:C2012), pp. 775-782, Lyon, France, April 16 - April 20, 2012.
    Paper [DS]

  22. “Congestion Performance Improvement in Wireless Sensor Networks,” Junjie Xiong, Michael R. Lyu, Kam-Wing Ng, in Proceedings of the 2012 IEEE Aerospace Conference (Aerospace2012), pp. 1-9, Big Sky, USA, March 3 - March 10, 2012.
    Paper [DS]

  23. “A Spectral Clustering-Based Optimal Deployment Method for Scientific Application in Cloud Computing,” Pei Fan, Ji Wang, Zhenbang Chen, Zibin Zheng, Michael R. Lyu, International Journal of Web and Grid Services (IJWGS), vol. 8, no. 1, pp. 31-55, 2012.
    Paper [DS]

  24. “MatchSim: A Novel Similarity Measure Based on Maximum Neighborhood Matching,” Zhenjiang Lin, Michael R. Lyu, Irwin King, Knowledge and Information Systems (KAIS), vol. 32, no. 1, pp. 141-166, 2012.
    Paper [ML]

  25. “Localizing Root Causes of Performance Anomalies in Cloud Computing Systems by Analyzing Request Trace Logs,” Haibo Mi, Huaimin Wang, Yangfan Zhou, Michael R. Lyu, Hua Cai, Science China Information Sciences (SCIS), vol. 55, no. 12, pp. 2757-2773, 2012.
    Paper [DS]

  26. “Mining Web Graphs for Recommendations,” Hao Ma, Irwin King, Michael R. Lyu, IEEE Transactions on Knowledge and Data Engineering (TKDE), vol. 24, no. 6, pp. 1051-1064, 2012.
    Paper [ML]

  27. “Component Ranking for Fault-Tolerant Cloud Applications,” Zibin Zheng, Tom Chao Zhou, Michael R. Lyu, Irwin King, IEEE Transactions on Services Computing (TSC), vol. 5, no. 4, pp. 540-550, 2012.
    Paper [DS]

  28. “Enhanced Models for Expertise Retrieval Using Community-Aware Strategies,” Hongbo Deng, Irwin King, Michael R. Lyu, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) (TSMC), vol. 42, no. 1, pp. 93-106, 2012.
    Paper [ML]

2011

  1. “Mining Test Oracles of Web Search Engines,” Wujie Zheng, Hao Ma, Michael R. Lyu, Tao Xie, Irwin King, in Proceedings of the 26th IEEE/ACM International Conference on Automated Software Engineering (ASE2011), pp. 408-411, Lawrence, USA, November 6 - November 10, 2011.
    Paper [SE]

  2. “WSPred: A Time-Aware Personalized QoS Prediction Framework for Web Services,” Yilei Zhang, Zibin Zheng, Michael R. Lyu, in Proceedings of the 22nd IEEE International Symposium on Software Reliability Engineering (ISSRE2011), pp. 210-219, Tokyo, Japan, November 29 - December 2, 2011.
    Paper [SE]

  3. “RealProct: Reliable Protocol Conformance Testing with Real Nodes for Wireless Sensor Networks,” Junjie Xiong, Edith C. H. Ngai, Yangfan Zhou, Michael R. Lyu, in Proceedings of the IEEE 10th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom2011), pp. 572-581, Changsha, China, November 16 - November 18, 2011.
    Paper [DS]

  4. “Can Irrelevant Data Help Semi-Supervised Learning, Why and How?,” Haiqin Yang, Shenghuo Zhu, Irwin King, Michael R. Lyu, in Proceedings of the 20th ACM Conference on Information and Knowledge Management (CIKM2011), pp. 937-946, Glasgow, The United Kingdom, October 24 - October 28, 2011.
    Paper [ML]

  5. “Question Identification on Twitter,” Baichuan Li, Xiance Si, Michael R. Lyu, Irwin King, Edward Y. Chang, in Proceedings of the 20th ACM Conference on Information and Knowledge Management (CIKM2011), pp. 2477-2480, Glasgow, The United Kingdom, October 24 - October 28, 2011.
    Paper [ML]

  6. “Question Routing in Community Question Answering: Putting Category in Its Place,” Baichuan Li, Irwin King, Michael R. Lyu, in Proceedings of the 20th ACM Conference on Information and Knowledge Management (CIKM2011), pp. 2041-2044, Glasgow, The United Kingdom, October 24 - October 28, 2011.
    Paper [ML]

  7. “Towards a Top-Down and Bottom-Up Bidirectional Approach to Joint Information Extraction,” Xiaofeng Yu, Irwin King, Michael R. Lyu, in Proceedings of the 20th ACM Conference on Information and Knowledge Management (CIKM2011), pp. 847-856, Glasgow, United Kingdom, October 24 - October 28, 2011.
    Paper [ML]

  8. “Accurate Extraction of Human Faces and Their Components from Color Digital Images based on A Hierarchical Model,” Xi-Wen Zhang, Michael R. Lyu, in Proceedings of the 4th International Congress on Image and Signal Processing (CISP2011), Shanghai, China, October 15 - October 17, 2011.
    Paper [MM]

  9. “Exploring Latent Features for Memory-Based QoS Prediction in Cloud Computing,” Yilei Zhang, Zibin Zheng, Michael R. Lyu, in Proceedings of the 30th Symposium on Reliable Distributed Systems (SRDS2011), pp. 1-10, Madrid, Spain, October 4 - October 7, 2011.
    Paper [DS]

  10. “Cross-Library API Recommendation Using Web Search Engines,” Wujie Zheng, Qirun Zhang, Michael R. Lyu, in Proceedings of the 19th ACM SIGSOFT International Symposium on Foundations of Software Engineering and the 13th European Software Engineering Conference (ESEC/FSE2011), pp. 480-483, Szeged, Hungary, September 5 - September 9, 2011.
    Paper [SE]

  11. “Location-Based Topic Evolution,” Haiqin Yang, Shouyuan Chen, Michael R. Lyu, Irwin King, in Proceedings of the 1st International Workshop on Mobile Location-Based Service (MLBS2011), pp. 89-98, Beijing, China, 18-Sep-11.
    Paper [DS]

  12. “Learning to Suggest Questions in Online Forums,” Tom Chao Zhou, Chin-Yew Lin, Irwin King, Michael R. Lyu, Young-In Song, Yunbo Cao, in Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence (AAAI2011), San Francisco, USA, August 7 - August 11, 2011.
    Paper [ML]

  13. “A User Experience-Based Cloud Service Redeployment Mechanism,” Yu Kang, Yangfan Zhou, Zibin Zheng, Michael R. Lyu, in Proceedings of the 4th IEEE International Conference on Cloud Computing (CLOUD2011), pp. 227-234, Washington DC, USA, July 4 - July 9, 2011.
    Paper [DS]

  14. “BFTCloud: A Byzantine Fault Tolerance Framework for Voluntary-Resource Cloud Computing,” Yilei Zhang, Zibin Zheng, Michael R. Lyu, in Proceedings of the 4th IEEE International Conference on Cloud Computing (CLOUD2011), pp. 444-451, Washington DC, USA, July 4 - July 9, 2011.
    Paper [DS]

  15. “Toward Optimal Deployment of Communication-Intensive Cloud Applications,” Pei Fan, Ji Wang, Zibin Zheng, Michael R. Lyu, in Proceedings of the 4th IEEE International Conference on Cloud Computing (CLOUD2011), pp. 460-467, Washington DC, USA, July 4 - July 9, 2011.
    Paper [DS]

  16. “NRCF: A Novel Collaborative Filtering Method for Service Recommendation,” Huifeng Sun, Zibin Zheng, Junliang Chen, Michael R. Lyu, in Proceedings of the 9th IEEE International Conference on Web Services (ICWS2011), pp. 702-703, Washington DC, USA, July 4 - July 9, 2011.
    Paper [DS]

  17. “Probabilistic Factor Models for Web Site Recommendation,” Hao Ma, Chao Liu, Irwin King, Michael R. Lyu, in Proceedings of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2011), pp. 265-274, Beijing, China, July 25 - July 29, 2011.
    Paper [ML]

  18. “Flow-Augmented Call Graph: A New Foundation for Taming API Complexity,” Qirun Zhang, Wujie Zheng, Michael R. Lyu, in Proceedings of the 14th International Conference on Fundamental Approaches to Software Engineering (FASE2011), pp. 386-400, Saarbrucken, Germany, March 26 - April 3, 2011.
    Paper [SE]

  19. “CMAP: Effective Fusion of Quality and Relevance for Multi-Criteria Recommendation,” Xin Xin, Michael R. Lyu, Irwin King, in Proceedings of the 4th ACM International Conference on Web Search and Data Mining (WSDM2011), pp. 455-464, Hong Kong, China, February 9 - February 12, 2011.
    Paper [ML]

  20. “Recommender Systems with Social Regularization,” Hao Ma, Dengyong Zhou, Chao Liu, Michael R. Lyu, Irwin King, in Proceedings of the 4th ACM International Conference on Web Search and Data Mining (WSDM2011), pp. 287-296, Hong Kong, China, February 9 - February 12, 2011.
    WSDM 2022 Test of Time Award
    Paper [ML]

  21. “Proceedings of the 1st International Workshop on Mobile Location-Based Service,” S.-H. Gary Chan, Edward Y. Chang, Michael R. Lyu (ed.), Published by ACM, 2011.
    Paper [DS]

  22. “Proceedings of the 2011 IEEE/IFIP 41st International Conference on Dependable Systems and Networks,” Michael R. Lyu (ed.), Sy-Yen Kuo, Published by IEEE Computer Society, 2011.
    Paper [SE]

  23. “A Reliable and Efficient MAC Protocol for Underwater Acoustic Sensor Networks,” Junjie Xiong, Michael R. Lyu, Kam-Wing Ng, International Journal of Distributed Sensor Networks (IJDSN), vol. 7, no. 1, pp. 1-12, 2011.
    Paper [DS]

  24. “Sparse Learning Under Regularization Framework: Theory and Applications,” Haiqin Yang, Irwin King, Michael R. Lyu, in , pp. 1-152, Published by LAP LAMBERT Academic Publishing, 2011.
    Paper [ML]

  25. “Learning to Recommend with Explicit and Implicit Social Relations,” Hao Ma, Irwin King, Michael R. Lyu, ACM Transactions on Intelligent Systems and Technology (TIST), vol. 2, no. 3, pp. 29:1-29:19, 2011.
    Paper [ML]

  26. “Efficient Sparse Generalized Multiple Kernel Learning,” Haiqin Yang, Zenglin Xu, Jieping Ye, Irwin King, Michael R. Lyu, IEEE Transactions on Neural Networks (TNN), vol. 22, no. 3, pp. 433-446, 2011.
    Paper [ML]

  27. “Improving Recommender Systems by Incorporating Social Contextual Information,” Hao Ma, Tom Chao Zhou, Michael R. Lyu, Irwin King, ACM Transactions on Information Systems (TOIS), vol. 29, no. 2, pp. 9:1-9:23, 2011.
    Paper [ML]

  28. “Near-Duplicate Keyframe Retrieval by Semi-Supervised Learning and Nonrigid Image Matching,” Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu, Shuicheng Yan, ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), vol. 7, no. 1, pp. 4:1-4:24, 2011.
    Paper [MM]

  29. “Estimation and Analysis of Some Generalized Multiple Change-Point Software Reliability Models,” Chin-Yu Huang, Michael R. Lyu, IEEE Transactions on Reliability (TR), vol. 60, no. 2, pp. 498-514, 2011.
    Paper [SE]

  30. “QoS-Aware Web Service Recommendation by Collaborative Filtering,” Zibin Zheng, Hao Ma, Michael R. Lyu, Irwin King, IEEE Transactions on Services Computing (TSC), vol. 4, no. 2, pp. 140-152, 2011.
    Paper [DS]

2010

  1. “Mitigate the Bottleneck of Underwater Acoustic Sensor Networks via Priority Scheduling,” Junjie Xiong, Michael R. Lyu, Kam-Wing Ng, in Proceedings of the 6th International Conference on Mobile Ad-hoc and Sensor Networks (MSN2010), pp. 53-60, Hangzhou, China, December 20 - December 22, 2010.
    Paper [DS]

  2. “FTCloud: A Component Ranking Framework for Fault-Tolerant Cloud Applications,” Zibin Zheng, Tom Chao Zhou, Michael R. Lyu, Irwin King, in Proceedings of the 21st IEEE International Symposium on Software Reliability Engineering (ISSRE2010), pp. 398-407, San Jose, USA, November 1 - November 4, 2010.
    Paper [SE]

  3. “Online Learning for Multi-Task Feature Selection,” Haiqin Yang, Irwin King, Michael R. Lyu, in Proceedings of the 19th ACM Conference on Information and Knowledge Management (CIKM2010), pp. 1693-1696, Toronto, Canada, October 26 - October 30, 2010.
    Paper [ML]

  4. “CloudRank: A QoS-Driven Component Ranking Framework for Cloud Computing,” Zibin Zheng, Yilei Zhang, Michael R. Lyu, in Proceedings of the 29th Symposium on Reliable Distributed Systems (SRDS2010), pp. 184-193, New Delhi, India, October 31 - November 3, 2010.
    Paper [DS]

  5. “Random Unit-Test Generation with MUT-Aware Sequence Recommendation,” Wujie Zheng, Qirun Zhang, Michael R. Lyu, Tao Xie, in Proceedings of the 25th IEEE/ACM International Conference on Automated Software Engineering (ASE2010), pp. 293-296, Antwerp, Belgium, September 20 - September 24, 2010.
    Paper [SE]

  6. “Diversifying Query Suggestion Results,” Hao Ma, Michael R. Lyu, Irwin King, in Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI2010), Atlanta, USA, July 11 - July 15, 2010.
    Paper [ML]

  7. “Smooth Optimization for Effective Multiple Kernel Learning,” Zenglin Xu, Rong Jin, Shenghuo Zhu, Michael R. Lyu, Irwin King, in Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI2010), Atlanta, USA, July 11 - July 15, 2010.
    Paper [ML]

  8. “UserRec: A User Recommendation Framework in Social Tagging Systems,” Tom Chao Zhou, Hao Ma, Michael R. Lyu, Irwin King, in Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI2010), Atlanta, USA, July 11 - July 15, 2010.
    Paper [ML]

  9. “Distributed QoS Evaluation for Real-World Web Services,” Zibin Zheng, Yilei Zhang, Michael R. Lyu, in Proceedings of the 8th IEEE International Conference on Web Services (ICWS2010), pp. 83-90, Miami, USA, July 5 - July 10, 2010.
    ICWS 2010 Best Student Paper Award
    Paper [DS]

  10. “WSExpress: A QoS-Aware Search Engine for Web Services,” Yilei Zhang, Zibin Zheng, Michael R. Lyu, in Proceedings of the 8th IEEE International Conference on Web Services (ICWS2010), pp. 91-98, Miami, USA, July 5 - July 10, 2010.
    ICWS 2010 Best Paper Award Nomination
    Paper [DS]

  11. “Multi-Task Learning for One-Class Classification,” Haiqin Yang, Irwin King, Michael R. Lyu, in Proceedings of the 2010 IEEE International Joint Conference on Neural Networks (IJCNN2010), pp. 1-8, Barcelona, Spain, July 18 - July 23, 2010.
    Paper [ML]

  12. “A Collaborative Quality Ranking Framework for Cloud Components,” Zibin Zheng, Michael R. Lyu, in Proceedings of the 40th IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2010), Illinois, USA, June 28 - July 1, 2010.
    Paper [SE]

  13. “Sentomist: Unveiling Transient Sensor Network Bugs via Symptom Mining,” Yangfan Zhou, Xinyu Chen, Michael R. Lyu, Jiangchuan Liu, in Proceedings of the 30th International Conference on Distributed Computing Systems Workshops (ICDCS2010), pp. 784-794, Genova, Italy, June 21 - June 25, 2010.
    Paper [DS]

  14. “Online Learning for Group Lasso,” Haiqin Yang, Zenglin Xu, Irwin King, Michael R. Lyu, in Proceedings of the 27th International Conference on Machine Learning (ICML2010), pp. 1191-1198, Haifa, Israel, June 21 - June 24, 2010.
    Paper [ML]

  15. “Simple and Efficient Multiple Kernel Learning by Group Lasso,” Zenglin Xu, Rong Jin, Haiqin Yang, Irwin King, Michael R. Lyu, in Proceedings of the 27th International Conference on Machine Learning (ICML2010), pp. 1175-1182, Haifa, Israel, June 21 - June 24, 2010.
    Paper [ML]

  16. “Collaborative Reliability Prediction of Service-Oriented Systems,” Zibin Zheng, Michael R. Lyu, in Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering (ICSE2010), pp. 35-44, Cape Town, South Africa, May 1 - May 8, 2010.
    ACM SIGSOFT Distinguished Paper Award
    Paper [SE]

  17. “Component Recommendation for Cloud Applications,” Zibin Zheng, Michael R. Lyu, in Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering: The 2nd International Workshop on Recommendation Systems for Software Engineering (ICSE:RSSE2010), pp. 48-49, Cape Town, South Africa, 4-May-10.
    Paper [SE]

  18. “A Delay-Aware Reliable Event Reporting Framework for Wireless Sensor-Actuator Networks,” Edith C. H. Ngai, Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu, Ad Hoc Networks (ANET), vol. 8, no. 7, pp. 694-707, 2010.
    Paper [DS]

  19. “An Adaptive QoS-Aware Fault Tolerance Strategy for Web Services,” Zibin Zheng, Michael R. Lyu, Empirical Software Engineering (EMSE), vol. 15, no. 4, pp. 323-345, 2010.
    Paper [SE]

  20. “Optimal Fault Tolerance Strategy Selection for Web Services,” Zibin Zheng, Michael R. Lyu, International Journal of Web Services Research (IJWSR), vol. 7, no. 4, pp. 21-40, 2010.
    Paper [DS]

  21. “More Than Semi-Supervised Learning: A Unified View on Learning with Labeled and Unlabeled Data,” Zenglin Xu, Irwin King, Michael R. Lyu, in , pp. 1-132, Published by LAP LAMBERT Academic Publishing, 2010.
    Paper [ML]

  22. “Automatic String Test Data Generation for Detecting Domain Errors,” Ruilian Zhao, Michael R. Lyu, Yinghua Min, Software Testing, Verification and Reliability (STVR), vol. 20, no. 3, pp. 209-236, 2010.
    Paper [SE]

  23. “Bridging the Semantic Gap Between Image Contents and Tags,” Hao Ma, Jianke Zhu, Michael R. Lyu, Irwin King, IEEE Transactions on Multimedia (TMM), vol. 12, no. 5, pp. 462-473, 2010.
    Paper [MM]

  24. “Discriminative Semi-Supervised Feature Selection via Manifold Regularization,” Zenglin Xu, Irwin King, Michael R. Lyu, Rong Jin, IEEE Transactions on Neural Networks (TNN), vol. 21, no. 7, pp. 1033-1047, 2010.
    Paper [ML]

2009

  1. “Adaptive Regularization for Transductive Support Vector Machine,” Zenglin Xu, Rong Jin, Jianke Zhu, Irwin King, Michael R. Lyu, Zhirong Yang, in Proceedings of the 23rd Conference on Neural Information Processing Systems (NIPS2009), pp. 2125-2133, Vancouver, Canada, December 7 - December 10, 2009.
    Paper [ML]

  2. “A Social Recommendation Framework Based on Multi-Scale Continuous Conditional Random Fields,” Xin Xin, Irwin King, Hongbo Deng, Michael R. Lyu, in Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM2009), pp. 1247-1256, Hong Kong, China, November 2 - November 6, 2009.
    Paper [ML]

  3. “Enhancing Expertise Retrieval Using Community-Aware Strategies,” Hongbo Deng, Irwin King, Michael R. Lyu, in Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM2009), pp. 1733-1736, Hong Kong, China, November 2 - November 6, 2009.
    Paper [ML]

  4. “MatchSim: A Novel Neighbor-Based Similarity Measure with Maximum Neighborhood Matching,” Zhenjiang Lin, Michael R. Lyu, Irwin King, in Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM2009), pp. 1613-1616, Hong Kong, China, November 2 - November 6, 2009.
    Paper [ML]

  5. “Semi-Nonnegative Matrix Factorization with Global Statistical Consistency for Collaborative Filtering,” Hao Ma, Haixuan Yang, Irwin King, Michael R. Lyu, in Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM2009), pp. 767-776, Hong Kong, China, November 2 - November 6, 2009.
    Paper [ML]

  6. “Energy-Efficient On-Demand Active Contour Service for Sensor Networks,” Yangfan Zhou, Junjie Xiong, Michael R. Lyu, Jiangchuan Liu, Kam-Wing Ng, in Proceedings of the IEEE 6th International Conference on Mobile Adhoc and Sensor Systems (MASS2009), pp. 383-392, Macao, China, October 12 - October 15, 2009.
    Paper [DS]

  7. “Surviving Holes and Barriers in Geographic Data Reporting for Wireless Sensor Networks,” Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu, in Proceedings of the IEEE 6th International Conference on Mobile Adhoc and Sensor Systems (MASS2009), pp. 50-59, Macao, China, October 12 - October 15, 2009.
    Paper [DS]

  8. “Learning to Recommend with Trust and Distrust Relationships,” Hao Ma, Michael R. Lyu, Irwin King, in Proceedings of the 3rd ACM Conference on Recommender Systems (RecSys2009), pp. 189-196, New York, USA, October 23 - October 25, 2009.
    Paper [ML]

  9. “TagRec: Leveraging Tagging Wisdom for Recommendation,” Tom Chao Zhou, Hao Ma, Irwin King, Michael R. Lyu, in Proceedings of the 12th IEEE International Conference on Computational Science and Engineering (CSE2009), pp. 194-199, Vancouver, Canada, August 29 - August 31, 2009.
    Paper [ML]

  10. “WSRec: A Collaborative Filtering Based Web Service Recommender System,” Zibin Zheng, Hao Ma, Michael R. Lyu, Irwin King, in Proceedings of the 7th IEEE International Conference on Web Services (ICWS2009), pp. 437-444, Los Angeles, USA, July 6 - July 10, 2009.
    Best Paper Award Nomination, Invited for Journal Publication
    Paper [DS]

  11. “Discriminative Semi-Supervised Feature Selection via Manifold Regularization,” Zenglin Xu, Rong Jin, Michael R. Lyu, Irwin King, in Proceedings of the 21st International Joint Conference on Artificial Intelligence (IJCAI2009), pp. 1303-1308, Pasadena, USA, July 11 - July 17, 2009.
    Paper [ML]

  12. “Entropy-Biased Models for Query Representation on the Click Graph,” Hongbo Deng, Irwin King, Michael R. Lyu, in Proceedings of the 32nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2009), pp. 339-346, Boston, USA, July 19 - July 23, 2009.
    Paper [ML]

  13. “Learning to Recommend with Social Trust Ensemble,” Hao Ma, Irwin King, Michael R. Lyu, in Proceedings of the 32nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2009), pp. 203-210, Boston, USA, July 19 - July 23, 2009.
    SIGIR 2020 Test of Time Award
    Paper [ML]

  14. “Nonrigid Shape Recovery by Gaussian Process Regression,” Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu, in Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2009), pp. 1319-1326, Miami, USA, June 20 - June 25, 2009.
    Paper [MM]

  15. “A QoS-Aware Fault Tolerant Middleware for Dependable Service Composition,” Zibin Zheng, Michael R. Lyu, in Proceedings of the 39th IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2009), pp. 239-248, Lisbon, Portugal, June 29 - July 2, 2009.
    Paper [SE]

  16. “A Runtime Dependability Evaluation Framework for Fault Tolerant Web Services,” Zibin Zheng, Michael R. Lyu, in Proceedings of the 39th IEEE/IFIP International Conference on Dependable Systems & Networks: the 1st Workshop on Proactive Failure Avoidance, Recovery and Maintenance (DSNW:PFARM2009), pp. 9-14, Lisbon, Portugal, June 29 - July 2, 2009.
    Paper [SE]

  17. “Non-Monotonic Feature Selection,” Zenglin Xu, Rong Jin, Jieping Ye, Michael R. Lyu, Irwin King, in Proceedings of the 26th International Conference on Machine Learning (ICML2009), pp. 1145-1152, Montreal, Canada, June 14 - June 18, 2009.
    Paper [ML]

  18. “Supervised Self-Taught Learning: Actively Transferring Knowledge from Unlabeled Data,” Kaizhu Huang, Zenglin Xu, Irwin King, Michael R. Lyu, Colin Campbell, in Proceedings of the 2009 IEEE International Joint Conference on Neural Networks (IJCNN2009), pp. 1272-1277, Atlanta, USA, June 14 - June 19, 2009.
    Paper [ML]

  19. “A Generalized Co-HITS Algorithm and Its Application to Bipartite Graphs,” Hongbo Deng, Michael R. Lyu, Irwin King, in Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD2009), pp. 239-248, Paris, France, June 28 - July 1, 2009.
    Paper [ML]

  20. “Test Selection for Result Inspection via Mining Predicate Rules,” Wujie Zheng, Michael R. Lyu, Tao Xie, in Proceedings of the 31st International Conference on Software Engineering Companion Volume (ICSE:C2009), pp. 219-222, Vancouver, Canada, May 16 - May 24, 2009.
    Paper [SE]

  21. “A Coalitional Game Model for Heat Diffusion Based Incentive Routing and Forwarding Scheme,” Xiaoqi Li, Wujie Zheng, Michael R. Lyu, in Proceedings of the 8th International IFIP-TC 6 Networking Conference (NETWORKING2009), pp. 664-675, Aachen, Germany, May 11 - May 15, 2009.
    Paper [DS]

  22. “Effective Latent Space Graph-Based Re-Ranking Model with Global Consistency,” Hongbo Deng, Michael R. Lyu, Irwin King, in Proceedings of the 2nd ACM International Conference on Web Search and Data Mining (WSDM2009), pp. 212-221, Barcelona, Spain, February 9 - February 11, 2009.
    Paper [ML]

  23. “A Tutorial on RDF with Jena,” Wan Yeung Wong, Tak Pang Lau, Irwin King, Michael R. Lyu, in Services and Business Computing Solutions with XML: Applications for Quality Management and Best Processes, chap. 12, pp. 197-216, Published by IGI Global, 2009.
    Paper [ML]

  24. “On Sensor Network Reconfiguration for Downtime-Free System Migration,” Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu, Mobile Networks and Applications (MNA), vol. 14, no. 2, pp. 241-252, 2009.
    Paper [DS]

  25. “Arbitrary Norm Support Vector Machines,” Kaizhu Huang, Danian Zheng, Irwin King, Michael R. Lyu, Neural Computation (NEURCOM), vol. 21, no. 2, pp. 560-582, 2009.
    Paper [ML]

  26. “A Novel Kernel-Based Maximum a Posteriori Classification Method,” Zenglin Xu, Kaizhu Huang, Jianke Zhu, Irwin King, Michael R. Lyu, Neural Networks (NEURNET), vol. 22, no. 7, pp. 977-987, 2009.
    Paper [ML]

  27. “Localized Support Vector Regression for Time Series Prediction,” Haiqin Yang, Kaizhu Huang, Irwin King, Michael R. Lyu, Neurocomputing (NEUROCOMPUTING), vol. 72, no. 10-12, pp. 2659-2669, 2009.
    Paper [ML]

  28. “Batch Mode Active Learning with Applications to Text Categorization and Image Retrieval,” Steven C. H. Hoi, Rong Jin, Michael R. Lyu, IEEE Transactions on Knowledge and Data Engineering (TKDE), vol. 21, no. 9, pp. 1233-1248, 2009.
    Paper [ML]

  29. “Semisupervised SVM Batch Mode Active Learning with Applications to Image Retrieval,” Steven C. H. Hoi, Rong Jin, Jianke Zhu, Michael R. Lyu, ACM Transactions on Information Systems (TOIS), vol. 27, no. 3, pp. 16:1-16:29, 2009.
    Paper [ML]

  30. “A Fast 2D Shape Recovery Approach by Fusing Features and Appearance,” Jianke Zhu, Michael R. Lyu, Thomas S. Huang, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 31, no. 7, pp. 1210-1224, 2009.
    Paper [MM]

  31. “A Volume-Based Heat-Diffusion Classifier,” Haixuan Yang, Michael R. Lyu, Irwin King, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) (TSMC), vol. 39, no. 2, pp. 417-430, 2009.
    Paper [ML]

  32. “An Adaptive Delay-Minimized Route Design for Wireless Sensor-Actuator Networks,” Edith C. H. Ngai, Jiangchuan Liu, Michael R. Lyu, IEEE Transactions on Vehicular Technology (TVT), vol. 58, no. 9, pp. 5083-5094, 2009.
    Paper [DS]

2008

  1. “Direct Zero-Norm Optimization for Feature Selection,” Kaizhu Huang, Irwin King, Michael R. Lyu, in Proceedings of the 8th IEEE International Conference on Data Mining (ICDM2008), pp. 845-850, Pisa, Italy, December 15 - December 19, 2008.
    Paper [ML]

  2. “Formal Models for Expert Finding on DBLP Bibliography Data,” Hongbo Deng, Irwin King, Michael R. Lyu, in Proceedings of the 8th IEEE International Conference on Data Mining (ICDM2008), pp. 163-172, Pisa, Italy, December 15 - December 19, 2008.
    Paper [ML]

  3. “Semi-Supervised Learning from General Unlabeled Data,” Kaizhu Huang, Zenglin Xu, Irwin King, Michael R. Lyu, in Proceedings of the 8th IEEE International Conference on Data Mining (ICDM2008), pp. 273-282, Pisa, Italy, December 15 - December 19, 2008.
    Paper [ML]

  4. “An Extended Level Method for Efficient Multiple Kernel Learning,” Zenglin Xu, Rong Jin, Irwin King, Michael R. Lyu, in Proceedings of the 22nd Conference on Neural Information Processing Systems (NIPS2008), pp. 1825-1832, Vancouver, Canada, December 8 - December 11, 2008.
    Paper [ML]

  5. “Learning with Consistency between Inductive Functions and Kernels,” Haixuan Yang, Irwin King, Michael R. Lyu, in Proceedings of the 22nd Conference on Neural Information Processing Systems (NIPS2008), pp. 1849-1856, Vancouver, Canada, December 8 - December 11, 2008.
    Paper [ML]

  6. “A Novel Coalitional Game Model for Security Issues in Wireless Networks,” Xiaoqi Li, Michael R. Lyu, in Proceedings of the 2008 Global Communications Conference (GLOBECOM2008), pp. 1962-1967, New Orleans, USA, November 20 - December 4, 2008.
    Paper [DS]

  7. “A QoS-Aware Middleware for Fault Tolerant Web Services,” Zibin Zheng, Michael R. Lyu, in Proceedings of the 19th IEEE International Symposium on Software Reliability Engineering (ISSRE2008), pp. 97-106, Seattle, USA, November 11 - November 14, 2008.
    Best Papers for Journal Publication
    Paper [SE]

  8. “Near-Duplicate Keyframe Retrieval by Nonrigid Image Matching,” Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu, Shuicheng Yan, in Proceedings of the 16th International Conference on Multimedia (ACMMM2008), pp. 41-50, Vancouver, Canada, October 26 - October 31, 2008.
    Paper [MM]

  9. “Learning Latent Semantic Relations from Clickthrough Data for Query Suggestion,” Hao Ma, Haixuan Yang, Irwin King, Michael R. Lyu, in Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM2008), pp. 709-718, Napa Valley, USA, October 26 - October 30, 2008.
    Paper [ML]

  10. “Mining Social Networks Using Heat Diffusion Processes for Marketing Candidates Selection,” Hao Ma, Haixuan Yang, Michael R. Lyu, Irwin King, in Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM2008), pp. 233-242, Napa Valley, USA, October 26 - October 30, 2008.
    Paper [ML]

  11. “Semi-Supervised Text Categorization by Active Search,” Zenglin Xu, Rong Jin, Kaizhu Huang, Michael R. Lyu, Irwin King, in Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM2008), pp. 1517-1518, Napa Valley, USA, October 26 - October 30, 2008.
    Paper [ML]

  12. “SoRec: Social Recommendation Using Probabilistic Matrix Factorization,” Hao Ma, Haixuan Yang, Michael R. Lyu, Irwin King, in Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM2008), pp. 931-940, Napa Valley, USA, October 26 - October 30, 2008.
    CIKM 2019 Test of Time Award
    Paper [ML]

  13. “An Effective Approach to 3D Deformable Surface Tracking,” Jianke Zhu, Steven C. H. Hoi, Zenglin Xu, Michael R. Lyu, in Proceedings of the 10th European Conference on Computer Vision (ECCV2008), pp. 766-779, Marseille, France, October 12 - October 18, 2008.
    Paper [MM]

  14. “Maximal-Robustness-Minimal-Fragility Controller: A Compromise between Robustness and Fragility of Biochemical Networks,” Ming-Guang Shi, Michael R. Lyu, Tat-Ming Lok, in Proceedings of the 4th International Conference on Intelligent Computing (ICIC2008), pp. 1012-1021, Shangai, China, September 15 - September 18, 2008.
    Paper [ML]

  15. “A Distributed Replication Strategy Evaluation and Selection Framework for Fault Tolerant Web Services,” Zibin Zheng, Michael R. Lyu, in Proceedings of the 6th IEEE International Conference on Web Services (ICWS2008), pp. 145-152, Beijing, China, September 23 - September 26, 2008.
    Best Paper Award Nomination, Invited for Journal Publication
    Paper [DS]

  16. “On Sensor Network Reconfiguration for Downtime-Free System Migrations,” Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu, in Proceedings of the 5th International ICST Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness (QSHINE2008), Hong Kong, China, July 28 - July 31, 2008.
    Paper [DS]

  17. “Semi-Supervised SVM Batch Mode Active Learning for Image Retrieval,” Steven C. H. Hoi, Rong Jin, Jianke Zhu, Michael R. Lyu, in Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2008), Anchorage, USA, June 24 - June 26, 2008.
    Paper [MM]

  18. “WS-DREAM: A Distributed Reliability Assessment Mechanism for Web Services,” Zibin Zheng, Michael R. Lyu, in Proceedings of the 38th IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2008), pp. 392-397, Anchorage, USA, June 24 - June 27, 2008.
    Paper [SE]

  19. “Efficient Minimax Clustering Probability Machine by Generalized Probability Product Kernel,” Haiqin Yang, Kaizhu Huang, Irwin King, Michael R. Lyu, in Proceedings of the 2008 IEEE International Joint Conference on Neural Networks (IJCNN2008), pp. 4014-4019, Hong Kong, China, June 1 - June 6, 2008.
    Paper [ML]

  20. “An Index-Based Sensor-Grouping Mechanism for Efficient Field-Coverage Wireless Sensor Networks,” Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu, in Proceedings of the 2008 IEEE International Conference on Communications (ICC2008), pp. 2409-2415, Beijing, China, May 19 - May 23, 2008.
    Paper [DS]

  21. “Voronoi-Based Sleeping Configuration in Wireless Sensor Networks with Location Error,” Xinyu Chen, Michael R. Lyu, Ping Guo, in Proceedings of the IEEE International Conference on Networking, Sensing and Control (ICNSC2008), pp. 1459-1464, Hainan, China, April 6 - April 8, 2008.
    Paper [DS]

  22. “Developing Aerospace Applications with a Reliable Web Services Paradigm,” Pat P. W. Chan, Michael R. Lyu, in Proceedings of the 2008 IEEE Aerospace Conference (Aerospace2008), pp. 1-13, Big Sky, USA, March 1 - March 8, 2008.
    Paper [DS]

  23. “Dynamic Web Service Composition: A New Approach in Building Reliable Web Service,” Pat P. W. Chan, Michael R. Lyu, in Proceedings of the 22nd International Conference on Advanced Information Networking and Applications (AINA2008), pp. 20-25, Ginowan, Japan, March 25 - March 28, 2008.
    Paper [DS]

  24. “A Study of Regularized Gaussian Classifier in High-Dimension Small Sample Set Case Based on MDL Principle with Application to Spectrum Recognition,” Ping Guo, Yunde Jia, Michael R. Lyu, Pattern Recognition (PR), vol. 41, no. 9, pp. 2842-2854, 2008.
    Paper [MM]

  25. “Machine Learning: Modeling Data Locally and Globally,” Kaizhu Huang, Haiqin Yang, Michael R. Lyu, in Advanced Topics in Science and Technology in China, pp. 1-169, Published by Springer, 2008.
    Paper [ML]

  26. “A Multimodal and Multilevel Ranking Scheme for Large-Scale Video Retrieval,” Steven C. H. Hoi, Michael R. Lyu, IEEE Transactions on Multimedia (TMM), vol. 10, no. 4, pp. 607-619, 2008.
    Paper [MM]

  27. “Face Annotation Using Transductive Kernel Fisher Discriminant,” Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu, IEEE Transactions on Multimedia (TMM), vol. 10, no. 1, pp. 86-96, 2008.
    Paper [MM]

  28. “Maxi-Min Margin Machine: Learning Large Margin Classifiers Locally and Globally,” Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu, IEEE Transactions on Neural Networks (TNN), vol. 19, no. 2, pp. 260-272, 2008.
    Paper [ML]

  29. “Robust Regularized Kernel Regression,” Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) (TSMC), vol. 38, no. 6, pp. 1639-1644, 2008.
    Paper [ML]

2007

  1. “Efficient Convex Relaxation for Transductive Support Vector Machine,” Zenglin Xu, Rong Jin, Jianke Zhu, Irwin King, Michael R. Lyu, in Proceedings of the 21st Conference on Neural Information Processing Systems (NIPS2007), pp. 1641-1648, Vancouver, Canada, December 3 - December 6, 2007.
    Paper [ML]

  2. “LOFT: A Latency-Oriented Fault Tolerant Transport Protocol for Wireless Sensor-Actuator Networks,” Edith C. H. Ngai, Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu, in Proceedings of the 2007 Global Communications Conference (GLOBECOM2007), pp. 1318-1323, Washington DC, USA, November 26 - November 30, 2007.
    Paper [DS]

  3. “Kernel Maximum a Posteriori Classification with Error Bound Analysis,” Zenglin Xu, Kaizhu Huang, Jianke Zhu, Irwin King, Michael R. Lyu, in Proceedings of the 14th International Conference on Neural Information Processing (ICONIP2007), pp. 841-850, Kitakyushu, Japan, November 13 - November 16, 2007.
    Paper [ML]

  4. “Software Reliability Modeling with Test Coverage: Experimentation and Measurement with a Fault-Tolerant Software Project,” Xia Cai, Michael R. Lyu, in Proceedings of the 18th IEEE International Symposium on Software Reliability Engineering (ISSRE2007), pp. 17-26, Trollhattan, Sweden, November 5 - November 9, 2007.
    Paper [SE]

  5. “A Survey of Fault Tolerant CORBA Systems,” Muhammad Fahad, Aamer Nadeem, Michael R. Lyu, in Proceedings of the 2007 Conference on the Move to Meaningful Internet Systems: CoopIS, DOA, ODBASE, GADA, and IS (OTM2007), pp. 505-521, Vilamoura, Portugal, November 25 - November 30, 2007.
    Paper [SE]

  6. “Extending Link-Based Algorithms for Similar Web Pages with Neighborhood Structure,” Zhenjiang Lin, Michael R. Lyu, Irwin King, in Proceedings of the 6th IEEE / WIC / ACM International Conference on Web Intelligence (WI2007), pp. 263-266, Silicon Valley, USA, November 2 - November 5, 2007.
    Paper [DS]

  7. “An Adaptive Delay-Minimized Route Design for Wireless Sensor-Actuator Networks,” Edith C. H. Ngai, Jiangchuan Liu, Michael R. Lyu, in Proceedings of the IEEE 4th International Conference on Mobile Adhoc and Sensor Systems (MASS2007), pp. 1-9, Pisa, Italy, October 8 - October 11, 2007.
    Paper [DS]

  8. “Maximum Margin Based Semi-Supervised Spectral Kernel Learning,” Zenglin Xu, Jianke Zhu, Michael R. Lyu, Irwin King, in Proceedings of the 2007 IEEE International Joint Conference on Neural Networks (IJCNN2007), pp. 418-423, Orlando, USA, August 12 - August 17, 2007.
    Paper [ML]

  9. “Two-Stage Multi-Class AdaBoost for Facial Expression Recognition,” Hongbo Deng, Jianke Zhu, Michael R. Lyu, Irwin King, in Proceedings of the 2007 IEEE International Joint Conference on Neural Networks (IJCNN2007), pp. 3005-3010, Orlando, USA, August 12 - August 17, 2007.
    Paper [ML]

  10. “An Empirical Study on Large-Scale Content-Based Image Retrieval,” Wyman Y. M. Wong, Steven C. H. Hoi, Michael R. Lyu, in Proceedings of the 2007 IEEE International Conference on Multimedia and Expo (ICME2007), pp. 2206-2209, Beijing, China, July 2 - July 5, 2007.
    Paper [MM]

  11. “Reliable Web Services: Methodology, Experiment and Modeling,” Pat P. W. Chan, Michael R. Lyu, Miroslaw Malek, in Proceedings of the 5th IEEE International Conference on Web Services (ICWS2007), pp. 679-686, Salt Lake City, USA, July 9 - July 13, 2007.
    Paper [DS]

  12. “DiffusionRank: A Possible Penicillin for Web Spamming,” Haixuan Yang, Irwin King, Michael R. Lyu, in Proceedings of the 30th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2007), pp. 431-438, Amsterdam, The Netherlands, July 23 - July 27, 2007.
    Paper [ML]

  13. “Effective Missing Data Prediction for Collaborative Filtering,” Hao Ma, Irwin King, Michael R. Lyu, in Proceedings of the 30th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2007), pp. 39-46, Amsterdam, The Netherlands, July 23 - July 27, 2007.
    Paper [ML]

  14. “A Multi-Scale Tikhonov Regularization Scheme for Implicit Surface Modelling,” Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu, in Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2007), Minneapolis, USA, June 18 - June 23, 2007.
    Paper [MM]

  15. “Progressive Finite Newton Approach to Real-time Nonrigid Surface Detection,” Jianke Zhu, Michael R. Lyu, in Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2007), Minneapolis, USA, June 18 - June 23, 2007.
    Paper [MM]

  16. “Learning Nonparametric Kernel Matrices from Pairwise Constraints,” Steven C. H. Hoi, Rong Jin, Michael R. Lyu, in Proceedings of the 24th International Conference on Machine Learning (ICML2007), pp. 361-368, Corvalis, USA, June 20 - June 24, 2007.
    Paper [ML]

  17. “Software Reliability Engineering: A Roadmap,” Michael R. Lyu, in Proceedings of the 29th ACM/IEEE International Conference on Software Engineering: Workshop on the Future of Software Engineering (ICSE:FOSE2007), pp. 153-170, Minneapolis, USA, May 23 - May 25, 2007.
    Paper [SE]

  18. “Web Page Classification with Heterogeneous Data Fusion,” Zenglin Xu, Irwin King, Michael R. Lyu, in Proceedings of the 16th International Conference on World Wide Web (WWW2007), pp. 1171-1172, Banff, Canada, May 8 - May 12, 2007.
    Paper [DS]

  19. “A Multimodal and Multilevel Ranking Framework for Content-Based Video Retrieval,” Steven C. H. Hoi, Michael R. Lyu, in Proceedings of the 2007 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2007), pp. 1225-1228, Honolulu, USA, April 15 - April 20, 2007.
    Paper [MM]

  20. “An Energy-Efficient Mechanism for Self-Monitoring Sensor Web,” Yangfan Zhou, Michael R. Lyu, in Proceedings of the 2007 IEEE Aerospace Conference (Aerospace2007), pp. 1-8, Big Sky, USA, March 3 - March 10, 2007.
    Paper [DS]

  21. “Delay-Minimized Route Design for Wireless Sensor-Actuator Networks,” Edith C. H. Ngai, Jiangchuan Liu, Michael R. Lyu, in Proceedings of the 2007 IEEE Wireless Communications and Networking Conference (WCNC2007), pp. 3675-3680, Hong Kong, China, March 11 - March 15, 2007.
    Paper [DS]

  22. “POWER-SPEED: A Power-Controlled Real-Time Data Transport Protocol for Wireless Sensor-Actuator Networks,” Yangfan Zhou, Edith C. H. Ngai, Michael R. Lyu, Jiangchuan Liu, in Proceedings of the 2007 IEEE Wireless Communications and Networking Conference (WCNC2007), pp. 3736-3740, Hong Kong, China, March 11 - March 15, 2007.
    Paper [DS]

  23. “A Hierarchical Mixture Model for Software Reliability Prediction,” Shaoming Li, Qian Yin, Ping Guo, Michael R. Lyu, Applied Mathematics and Computation (AMC), vol. 185, no. 2, pp. 1120-1130, 2007.
    Paper [ML]

  24. “A Hybrid Particle Swarm Optimization-Back-Propagation Algorithm for Feedforward Neural Network Training,” Jing-Ru Zhang, Jun Zhang, Tat-Ming Lok, Michael R. Lyu, Applied Mathematics and Computation (AMC), vol. 185, no. 2, pp. 1026-1037, 2007.
    Paper [ML]

  25. “An Efficient Intruder Detection Algorithm Against Sinkhole Attacks in Wireless Sensor Networks,” Edith C. H. Ngai, Jiangchuan Liu, Michael R. Lyu, Computer Communications (COMPCOMM), vol. 30, no. 11-12, pp. 2353-2364, 2007.
    Paper [DS]

  26. “A Novel Discriminative Naive Bayesian Network for Classification,” Kaizhu Huang, Zenglin Xu, Irwin King, Michael R. Lyu, Zhangbing Zhou, in Bayesian Network Technologies: Applications and Graphical Models, chap. 1, pp. 1-12, Published by IGI Global, 2007.
    Paper [ML]

  27. “A Tutorial on RDF with Jena,” Wan Yeung Wong, Tak Pang Lau, Irwin King, Michael R. Lyu, in Advances in Electronic Business, vol. 2, chap. 5, pp. 116-140, Published by IGI Global, 2007.
    Paper [ML]

  28. “Feature Selection Based on Minimum Error Minimax Probability Machine,” Zenglin Xu, Irwin King, Michael R. Lyu, International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), vol. 21, no. 8, pp. 1279-1292, 2007.
    Paper [ML]

  29. “Blind Image Restoration by Combining Wavelet Transform and RBF Neural Network,” Ping Guo, Hongzhai Li, Michael R. Lyu, International Journal of Wavelets, Multiresolution and Information Processing (IJWMIP), vol. 5, no. 1, pp. 15-26, 2007.
    Paper [ML]

  30. “The Generalized Dependency Degree Between Attributes,” Haixuan Yang, Irwin King, Michael R. Lyu, Journal of the Association for Information Science and Technology (JASIST), vol. 58, no. 14, pp. 2280-2294, 2007.
    Paper [ML]

  31. “Extraction and Segmentation of Tables from Chinese Ink Documents Based on a Matrix Model,” Xi-Wen Zhang, Michael R. Lyu, Guozhong Dai, Pattern Recognition (PR), vol. 40, no. 7, pp. 1855-1867, 2007.
    Paper [MM]

  32. “An Assessment of Testing-Effort Dependent Software Reliability Growth Models,” Chin-Yu Huang, Sy-Yen Kuo, Michael R. Lyu, IEEE Transactions on Reliability (TR), vol. 56, no. 2, pp. 198-211, 2007.
    Paper [SE]

2006

  1. “An Automated Approach to Inheritance and Polymorphic Testing using a VDM++ Specification,” Aamer Nadeem, Zafar I. Malik, Michael R. Lyu, in Proceedings of the 2006 10th IEEE International Multitopic Conference (INMIC2006), pp. 224-230, Islamabad, Pakistan, December 23 - December 24, 2006.
    Paper [SE]

  2. “A Framework for Inheritance Testing from VDM++ Specifications,” Aamer Nadeem, Michael R. Lyu, in Proceedings of the 12th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC2006), pp. 81-88, Riverside, USA, December 18 - December 20, 2006.
    Paper [SE]

  3. “PageSim: A Novel Link-Based Similarity Measure for the World Wide Web,” Zhenjiang Lin, Irwin King, Michael R. Lyu, in Proceedings of the 5th IEEE / WIC / ACM International Conference on Web Intelligence (WI2006), pp. 687-693, Hong Kong, China, December 18 - December 22, 2006.
    Paper [DS]

  4. “Classification Based on Gabor Filter Using RBPNN Classification,” Zhi-kai Huang, De-Shuang Huang, Michael R. Lyu, Tat-ming Lok, in Proceedings of the 2006 International Conference on Computational Intelligence and Security (ICCIAS2006), pp. 759-762, Guangzhou, China, November 3 - November 6, 2006.
    Paper [MM]

  5. “Reliable Reporting of Delay-Sensitive Events in Wireless Sensor-Actuator Networks,” Edith C. H. Ngai, Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu, in Proceedings of the IEEE 3rd International Conference on Mobile Adhoc and Sensor Systems (MASS2006), pp. 101-108, Vancouver, Canada, October 9 - October 12, 2006.
    Paper [DS]

  6. “Adaptive Nearest Neighbor Classifier Based on Supervised Ellipsoid Clustering,” Guo-Jun Zhang, Ji-Xiang Du, De-Shuang Huang, Tat-Ming Lok, Michael R. Lyu, in Proceedings of the 3rd International Conference on Fuzzy Systems and Knowledge Discovery (FSKD2006), pp. 582-585, Xi'an, China, September 24 - September 28, 2006.
    Paper [ML]

  7. “Gene Selection Based on Mutual Information for the Classification of Multi-Class Cancer,” Sheng-Bo Guo, Michael R. Lyu, Tat-Ming Lok, in Proceedings of the 2nd International Conference on Intelligent Computing (ICIC2006), pp. 454-463, Kunming, China, August 16 - August 19, 2006.
    Paper [ML]

  8. “Spectrum Analysis Based on Windows with Variable Widths for Online Signature Verification,” Zhong-Hua Quan, De-Shuang Huang, Xiao-Lei Xia, Michael R. Lyu, Tat-Ming Lok, in Proceedings of the 18th International Conference on Pattern Recognition (ICPR2006), pp. 1122-1125, Hong Kong, China, August 20 - August 24, 2006.
    Paper [MM]

  9. “Learning the Unified Kernel Machines for Classification,” Steven C. H. Hoi, Michael R. Lyu, Edward Y. Chang, in Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD2006), pp. 187-196, Las Vegas, USA, August 24 - August 27, 2008.
    Paper [ML]

  10. “Constructing Robust and Resilient Framework for Cooperative Video Streaming,” Shi Lu, Michael R. Lyu, in Proceedings of the 2006 IEEE International Conference on Multimedia and Expo (ICME2006), pp. 917-920, Toronto, Canada, July 9 - July 12, 2006.
    Paper [MM]

  11. “Local Support Vector Regression for Financial Time Series Prediction,” Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu, in Proceedings of the 2006 IEEE International Joint Conference on Neural Networks (IJCNN2006), pp. 1622-1627, Vancouver, Canada, July 16 - July 21, 2006.
    Paper [ML]

  12. “Predictive Random Graph Ranking on the Web,” Haixuan Yang, Irwin King, Michael R. Lyu, in Proceedings of the 2006 IEEE International Joint Conference on Neural Networks (IJCNN2006), pp. 1825-1832, Vancouver, Canada, July 16 - July 21, 2006.
    Paper [ML]

  13. “A Point-Distribution Index and Its Application to Sensor-Grouping in Wireless Sensor Networks,” Yangfan Zhou, Haixuan Yang, Michael R. Lyu, Edith C. H. Ngai, in Proceedings of the 2nd International Conference on Wireless Communications and Mobile Computing (IWCMC2006), pp. 1171-1176, Vancouver, Canada, July 3 - July 6, 2006.
    Paper [DS]

  14. “Learning Distance Metrics with Contextual Constraints for Image Retrieval,” Steven C. H. Hoi, Wei Liu, Michael R. Lyu, Wei-Ying Ma, in Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2006), pp. 2072-2078, New York, USA, June 17 - June 22, 2006.
    Paper [MM]

  15. “On the Intruder Detection for Sinkhole Attack in Wireless Sensor Networks,” Edith C. H. Ngai, Jiangchuan Liu, Michael R. Lyu, in Proceedings of the 2006 IEEE International Conference on Communications (ICC2006), pp. 3383-3389, Istanbul, Turkey, June 11 - June 15, 2006.
    Paper [DS]

  16. “Batch Mode Active Learning and Its Application to Medical Image Classification,” Steven C. H. Hoi, Rong Jin, Jianke Zhu, Michael R. Lyu, in Proceedings of the 23rd International Conference on Machine Learning (ICML2006), pp. 417-424, Pittsburgh, USA, June 25 - June 29, 2006.
    Paper [ML]

  17. “An Authentication Service Based on Trust and Clustering in Wireless Ad Hoc Networks: Description and Security Evaluation,” Edith C. H. Ngai, Michael R. Lyu, in Proceedings of the 2006 IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing (SUTC2006), pp. 94-103, Taichung, Taiwan, June 5 - June 7, 2006.
    Paper [DS]

  18. “ART: Augmented Reality Table for Interactive Trading Card Game,” Albert H. T. Lam, Kevin C. H. Chow, Edward H. H. Yau, Michael R. Lyu, in Proceedings of the 6th ACM International Conference on Virtual Reality Continuum and its Applications (VRCIA2006), pp. 357-360, Hong Kong, China, June 14 - June 17, 2006.
    Paper [MM]

  19. “Real-Time Non-Rigid Shape Recovery Via Active Appearance Models for Augmented Reality,” Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu, in Proceedings of the 9th European Conference on Computer Vision (ECCV2006), pp. 186-197, Graz, Austria, May 7 - May 13, 2006.
    Paper [MM]

  20. “Making Services Fault Tolerant,” Pat P. W. Chan, Michael R. Lyu, Miroslaw Malek, in Proceedings of the 3rd International Service Availability Symposium (ISAS2006), pp. 43-61, Helsinki, Finland, May 15 - May 16, 2006.
    Paper [DS]

  21. “A New Learning Algorithm for Function Approximation Incorporating A Priori Information into Extreme Learning Machine,” Fei Han, Tat-Ming Lok, Michael R. Lyu, in Proceedings of the 3rd International Symposium on Neural Networks (ISNN2006), pp. 631-636, Chengdu, China, May 28 - June 1, 2006.
    Paper [ML]

  22. “Nonlinear Blind Source Separation Using Hybrid Neural Networks,” Chun-Hou Zheng, Zhi-Kai Huang, Michael R. Lyu, Tat-Ming Lok, in Proceedings of the 3rd International Symposium on Neural Networks (ISNN2006), pp. 1165-1170, Chengdu, China, May 28 - June 1, 2006.
    Paper [ML]

  23. “Large-Scale Text Categorization by Batch Mode Active Learning,” Steven C. H. Hoi, Rong Jin, Michael R. Lyu, in Proceedings of the 15th International Conference on World Wide Web (WWW2006), pp. 633-642, Edinburgh, The United Kingdom, May 23 - May 26, 2006.
    Paper [DS]

  24. “PageSim: A Novel Link-Based Measure of Web Page Similarity,” Zhenjiang Lin, Michael R. Lyu, Irwin King, in Proceedings of the 15th International Conference on World Wide Web (WWW2006), pp. 1019-1020, Edinburgh, The United Kingdom, May 23 - May 26, 2006.
    Paper [DS]

  25. “Time-Dependent Semantic Similarity Measure of Queries Using Historical Click-Through Data,” Qiankun Zhao, Steven C. H. Hoi, Tie-Yan Liu, Sourav S. Bhowmick, Michael R. Lyu, Wei-Ying Ma, in Proceedings of the 15th International Conference on World Wide Web (WWW2006), pp. 543-552, Edinburgh, The United Kingdom, May 23 - May 26, 2006.
    Paper [DS]

  26. “A Real-Time Communication Framework for Wireless Sensor-Actuator Networks,” Edith C. H. Ngai, Michael R. Lyu, Jiangchuan Liu, in Proceedings of the 2006 IEEE Aerospace Conference (Aerospace2006), pp. 1-9, Big Sky, USA, March 4 - March 11, 2006.
    Paper [DS]

  27. “Predicting Protein Interaction Sites from Residue Spatial Sequence Profile and Evolution Rate,” Bing Wang, Peng Chen, De-Shuang Huang, Jing-jing Li, Tat-Ming Lok, Michael R. Lyu, Federation of European Biochemical Societies Letters (FEBSLETT), vol. 580, no. 2, pp. 380-384, 2006.
    Paper [ML]

  28. “A Modified Learning Algorithm Incorporating Additional Functional Constraints into Neural Networks,” Fei Han, Xu-Qin Li, Michael R. Lyu, Tat-Ming Lok, International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), vol. 20, no. 2, pp. 129-142, 2006.
    Paper [ML]

  29. “Collaborative Image Retrieval via Regularized Metric Learning,” Luo Si, Rong Jin, Steven C. H. Hoi, Michael R. Lyu, Multimedia Systems (MMSYS), vol. 12, no. 1, pp. 34-44, 2006.
    Paper [MM]

  30. “A Novel Adaptive Sequential Niche Technique for Multimodal Function Optimization,” Jun Zhang, De-Shuang Huang, Tat-Ming Lok, Michael R. Lyu, Neurocomputing (NEUROCOMPUTING), vol. 69, no. 16-18, pp. 2396-2401, 2006.
    Paper [ML]

  31. “Nonnegative Independent Component Analysis Based on Minimizing Mutual Information Technique,” Chun-Hou Zheng, De-Shuang Huang, Zhan-Li Sun, Michael R. Lyu, Tat-Ming Lok, Neurocomputing (NEUROCOMPUTING), vol. 69, no. 7-9, pp. 878-883, 2006.
    Paper [ML]

  32. “Network Analysis of the Protein Chain Tertiary Structures of Heterocomplexes,” Jing-Jing Li, De-Shuang Huang, Tat-Ming Lok, Michael R. Lyu, Yi-Xue Li, Yun-Ping Zhu, Protein and Peptide Letters (PPLETT), vol. 13, no. 4, pp. 391-396, 2006.
    Paper [ML]

  33. “How Should Software Reliability Engineering (SRE) Be Taught?,” Mario Garzia, John P. Hudepohl, Will Snipes, Michael R. Lyu, John D. Musa, Carol S. Smidts, Laurie A. Williams, ACM SIGSOFT Software Engineering Notes (SEN), vol. 31, no. 4, pp. 1-5, 2006.
    Paper [SE]

  34. “Maximizing Sensitivity in Medical Diagnosis Using Biased Minimax Probability Machine,” Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu, IEEE Transactions on Biomedical Engineering (TBME), vol. 53, no. 5, pp. 821-831, 2006.
    Paper [ML]

  35. “A Novel Shrinkage Technique Based on the Normal Inverse Gaussian Density Model,” Li Shang, Kang Li, Tat-Ming Lok, Michael R. Lyu, Transactions of the Institute of Measurement and Control (TIMC), vol. 28, no. 1, pp. 109-119, 2006.
    Paper [ML]

  36. “A Unified Log-Based Relevance Feedback Scheme for Image Retrieval,” Steven C. H. Hoi, Michael R. Lyu, Rong Jin, IEEE Transactions on Knowledge and Data Engineering (TKDE), vol. 18, no. 4, pp. 509-524, 2006.
    Paper [ML]

  37. “Incorporating Fault Debugging Activities into Software Reliability Models: A Simulation Approach,” Swapna S. Gokhale, Michael R. Lyu, Kishor S. Trivedi, IEEE Transactions on Reliability (TR), vol. 55, no. 2, pp. 281-292, 2006.
    Paper [SE]

  38. “Extraction of Line Segments and Circular Arcs from Freehand Strokes Based on Segmental Homogeneity Features,” Xi-Wen Zhang, Jiqiang Song, Guozhong Dai, Michael R. Lyu, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) (TSMC), vol. 36, no. 2, pp. 300-311, 2006.
    Paper [ML]

  39. “Imbalanced Learning with a Biased Minimax Probability Machine,” Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) (TSMC), vol. 36, no. 4, pp. 913-923, 2006.
    Paper [ML]

2005

  1. “A Novel Method for Early Software Quality Prediction Based on Support Vector Machine,” Fei Xing, Ping Guo, Michael R. Lyu, in Proceedings of the 16th IEEE International Symposium on Software Reliability Engineering (ISSRE2005), pp. 213-222, Chicago, USA, November 8 - November 11, 2005.
    ISSRE 2019 30-Year Most Influential Papers
    Paper [SE]

  2. “An Experimental Evaluation on Reliability Features of N-Version Programming,” Xia Cai, Michael R. Lyu, Mladen A. Vouk, in Proceedings of the 16th IEEE International Symposium on Software Reliability Engineering (ISSRE2005), pp. 161-170, Chicago, USA, November 8 - November 11, 2005.
    Paper [SE]

  3. “PORT: A Price-Oriented Reliable Transport Protocol for Wireless Sensor Networks,” Yangfan Zhou, Michael R. Lyu, in Proceedings of the 16th IEEE International Symposium on Software Reliability Engineering (ISSRE2005), pp. 117-126, Chicago, USA, November 8 - November 11, 2005.
    Paper [SE]

  4. “Comparative Studies on the CT Image Reconstruction Based on the RBF Neural Networks,” Ming Hu, Ping Guo, Michael R. Lyu, in Proceedings of the 11th Joint International Computer Conference (JICC2005), pp. 948-951, Chongqing, China, November 10 - November 12, 2005.
    Paper [MM]

  5. “On Setting up Energy-Efficient Paths with Transmitter Power Control in Wireless Sensor Networks,” Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu, in Proceedings of the IEEE 2nd International Conference on Mobile Adhoc and Sensor Systems (MASS2005), Washington DC, USA, November 7 - November 10, 2005.
    Paper [DS]

  6. “Improving Naive Bayesian Classifier by Discriminative Training,” Kaizhu Huang, Zhangbing Zhou, Irwin King, Michael R. Lyu, in Proceedings of the 12th International Conference on Neural Information Processing (ICONIP2005), pp. 49-54, Taipei, Taiwan, October 30 - November 2, 2005.
    Paper [ML]

  7. “NHDC and PHDC: Non-Propagating and Propagating Heat Diffusion Classifiers,” Haixuan Yang, Irwin King, Michael R. Lyu, in Proceedings of the 12th International Conference on Neural Information Processing (ICONIP2005), pp. 394-399, Taipei, Taiwan, October 30 - November 2, 2005.
    Paper [ML]

  8. “Comparison of Methods of Controlling Two Types of Error Ratio Applied to Software Reliability Prediction,” Fei Xing, Ping Guo, Michael R. Lyu, in Proceedings of the 2005 National Software and Applications Conference (NASAC2005), pp. 644-649, Nanjing, China, October 18 - October 20, 2005.
    Paper [SE]

  9. “Automatic 3D Face Modeling Using 2D Active Appearance Models,” Jianke Zhu, Steven C. H. Hoi, Edward H. H. Yau, Michael R. Lyu, in Proceedings of the 13th Pacific Conference on Computer Graphics and Applications (PG2005), pp. 1-3, Macao, China, October 12 - October 14, 2005.
    Paper [MM]

  10. “Comparative Studies on Feature Extraction Methods for Multispectral Remote Sensing Image Classification,” Yanqin Tian, Ping Guo, Michael R. Lyu, in Proceedings of the 2005 IEEE International Conference on Systems, Man and Cybernetics (SMC2005), pp. 1275-1279, Waikoloa, USA, October 10 - October 12, 2005.
    Paper [ML]

  11. “CUHK at ImageCLEF 2005: Cross-Language and Cross-Media Image Retrieval,” Steven C. H. Hoi, Jianke Zhu, Michael R. Lyu, in Proceedings of the 6th Workshop of the Cross-Language Evalution Forum: Accessing Multilingual Information Repositories (CLEF2005), pp. 602-611, Vienna, Austria, September 21 - September 23, 2005.
    Paper [MM]

  12. “CUHK Experiments with ImageCLEF 2005,” Steven C. H. Hoi, Jianke Zhu, Michael R. Lyu, in Proceedings of the Working Notes for the 6th Workshop of the Cross-Language Evalution Forum Co-Located with the 9th European Conference on Digital Libraries (CLEF:Working Notes2005), pp. 1-9, Vienna, Austria, September 21 - September 22, 2005.
    Paper [MM]

  13. “A Unified Learning Paradigm for Large-Scale Personalized Information Management,” Edward Y. Chang, Steven C. H. Hoi, Xinjing Wang, Wei-Ying Ma, Michael R. Lyu, in Proceedings of the 2005 Emerging Information Technology Conference (EITC2005), pp. 1-4, Taipei, Taiwan, August 15 - August 15, 2005.
    Paper [DS]

  14. “A New Feature of Uniformity of Image Texture Directions Coinciding with the Human Eyes Perception,” Xing-Jian He, Yue Zhang, Tat-Ming Lok, Michael R. Lyu, in Proceedings of the 2nd International Conference on Fuzzy Systems and Knowledge Discovery (FSKD2005), pp. 727-730, Changsha, China, August 27 - August 29, 2005.
    Paper [ML]

  15. “Improvements to the Conventional Layer-by-Layer BP Algorithm,” Xu-Qin Li, Fei Han, Tat-Ming Lok, Michael R. Lyu, Guang-Bin Huang, in Proceedings of the 1st International Conference on Intelligent Computing (ICIC2005), pp. 189-198, Hefei, China, August 23 - August 26, 2005.
    Paper [ML]

  16. “Methods of Decreasing the Number of Support Vectors via k-Mean Clustering,” Xiao-Lei Xia, Michael R. Lyu, Tat-Ming Lok, Guang-Bin Huang, in Proceedings of the 1st International Conference on Intelligent Computing (ICIC2005), pp. 717-726, Hefei, China, August 23 - August 26, 2005.
    Paper [ML]

  17. “A Novel Image Retrieval System Based on BP Neural Network,” Jun-Hua Han, De-Shuang Huang, Tat-Ming Lok, Michael R. Lyu, in Proceedings of the 2005 IEEE International Joint Conference on Neural Networks (IJCNN2005), pp. 2561-2564, Montreal, Canada, July 31 - August 4, 2005.
    Paper [ML]

  18. “A Semi-Supervised Active Learning Framework for Image Retrieval,” Steven C. H. Hoi, Michael R. Lyu, in Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2005), pp. 302-309, San Diego, USA, June 20 - June 26, 2005.
    Paper [MM]

  19. “Digital Video Watermarking with a Genetic Algorithm,” Pat P. W. Chan, Michael R. Lyu, in Proceedings of the 2005 International Conference on Digital Archive Technologies (ICDAT2005), pp. 139-153, Taipei, Taiwan, June 16 - June 17, 205.
    Paper [DS]

  20. “The Effect of Code Coverage on Fault Detection under Different Testing Profiles,” Xia Cai, Michael R. Lyu, in Proceedings of the 27th ACM/IEEE International Conference on Software Engineering: Workshop on Advances in Model-Based Software Testing (ICSE:A-MOST2005), pp. 1-7, St. Louis, USA, May 15 - May 16, 2005.
    Paper [SE]

  21. “Predictive Ranking: A Novel Page Ranking Approach by Estimating the Web Structure,” Haixuan Yang, Irwin King, Michael R. Lyu, in Proceedings of the 14th International Conference on World Wide Web: Special Interest Tracks and Posters (WWW:SITP2005), pp. 944-945, Chiba, Japan, May 10 - May 14, 2005.
    Paper [DS]

  22. “Integrating User Feedback Log into Relevance Feedback by Coupled SVM for Content-Based Image Retrieval,” Steven C. H. Hoi, Michael R. Lyu, Rong Jin, in Proceedings of the 21st International Conference on Data Engineering Workshops (ICDEW2005), pp. 1-10, Tokyo, Japan, April 5 - April 8, 2005.
    Paper [ML]

  23. “A Novel Video Summarization Framework for Document Preparation and Archival Applications,” Shi Lu, Irwin King, Michael R. Lyu, in Proceedings of the 2005 IEEE Aerospace Conference (Aerospace2005), pp. 1-10, Big Sky, USA, March 5 - March 12, 2005.
    Paper [DS]

  24. “ARCADE: Augmented Reality Computing Arena for Digital Entertainment,” Michael R. Lyu, Irwin King, T.T. Wong, Edward H. H. Yau, Pat P. W. Chan, in Proceedings of the 2005 IEEE Aerospace Conference (Aerospace2005), pp. 1-9, Big Sky, USA, March 5 - March 12, 2005.
    Paper [DS]

  25. “Semantic Video Summarization Using Mutual Reinforcement Principle and Shot Arrangement Patterns,” Shi Lu, Michael R. Lyu, Irwin King, in Proceedings of the 11th International Conference on Multi Media Modeling (MMM2005), pp. 60-67, Melbourne, Australia, January 12 - January 14, 2005.
    Paper [MM]

  26. “A Framework for Indexing Personal Videoconference,” Jiqiang Song, Michael R. Lyu, Jenq-Neng Hwang, in Video Data Management and Information Retrieval, chao. 13, pp. 293-320, Published by Idea Group Publishing, 2005.
    Paper [ML]

  27. “Reliability Assessment and Sensitivity Analysis of Software Reliability Growth Modeling Based on Software Module Structure,” Jung-Hua Lo, Chin-Yu Huang, Ing-Yi Chen, Sy-Yen Kuo, Michael R. Lyu, Journal of Systems and Software (JSS), vol. 76, no. 1, pp. 3-13, 2005.
    Paper [SE]

  28. “A Hough Transform Based Line Recognition Method Utilizing Both Parameter Space and Image Space,” Jiqiang Song, Michael R. Lyu, Pattern Recognition (PR), vol. 38, no. 4, pp. 539-552, 2005.
    Paper [MM]

  29. “The Effect of Code Coverage on Fault Detection under Different Testing Profiles,” Xia Cai, Michael R. Lyu, ACM SIGSOFT Software Engineering Notes (SEN), vol. 30, no. 4, pp. 1-7, 2005.
    Paper [SE]

  30. “A Generic Environment for COTS Testing and Quality Prediction,” Xia Cai, Michael R. Lyu, Kam-Fai Wong, in Testing Commercial-off-the-Shelf Components and Systems, pp. 315-347, Published by Springer, 2005.
    Paper [SE]

  31. “Local Learning vs. Global Learning: An Introduction to Maxi-Min Margin Machine,” Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu, in Support Vector Machines: Theory and Applications, pp. 113-131, Published by Springer, 2005.
    Paper [ML]

  32. “A Comprehensive Method for Multilingual Video Text Detection, Localization, and Extraction,” Michael R. Lyu, Jiqiang Song, Min Cai, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 15, no. 2, pp. 243-255, 2005.
    Paper [MM]

  33. “A Novel Scheme for Hybrid Digital Video Watermarking: Approach, Evaluation and Experimentation,” Pat P. W. Chan, Michael R. Lyu, Roland T. Chin, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 15, no. 12, pp. 1638-1649, 2005.
    Paper [MM]

  34. “Optimal Release Time for Software Systems Considering Cost, Testing-Effort, and Test Efficiency,” Chin-Yu Huang, Michael R. Lyu, IEEE Transactions on Reliability (TR), vol. 54, no. 4, pp. 583-591, 2005.
    Paper [SE]

  35. “Optimal Testing Resource Allocation, and Sensitivity Analysis in Software Development,” Chin-Yu Huang, Michael R. Lyu, IEEE Transactions on Reliability (TR), vol. 54, no. 4, pp. 592-603, 2005.
    Paper [SE]

  36. “Reliability Analysis for Various Communication Schemes in Wireless CORBA,” Xinyu Chen, Michael R. Lyu, IEEE Transactions on Reliability (TR), vol. 54, no. 2, pp. 232-242, 2005.
    Paper [SE]

  37. “A Simulation Approach to Structure-Based Software Reliability Analysis,” Swapna S. Gokhale, Michael R. Lyu, IEEE Transactions on Software Engineering (TSE), vol. 31, no. 8, pp. 643-656, 2005.
    Paper [SE]

  38. “Recognition of Merged Characters Based on Forepart Prediction, Necessity-Sufficiency Matching, and Character-Adaptive Masking,” Jiqiang Song, Zuo Li, Michael R. Lyu, Shijie Cai, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) (TSMC), vol. 35, no. 1, pp. 2-11, 2005.
    Paper [ML]

2004

  1. “Outliers Treatment in Support Vector Regression for Financial Time Series Prediction,” Haiqin Yang, Kaizhu Huang, Laiwan Chan, Irwin King, Michael R. Lyu, in Proceedings of the 11th International Conference on Neural Information Processing (ICONIP2004), pp. 1260-1265, Calcutta, India, November 22 - November 25, 2004.
    Paper [ML]

  2. “An Empirical Study on Reliability Modeling for Diverse Software Systems,” Xia Cai, Michael R. Lyu, in Proceedings of the 15th IEEE International Symposium on Software Reliability Engineering (ISSRE2004), pp. 125-136, Saint-Malo, France, November 2 - November 5, 2004.
    Paper [SE]

  3. “A Novel Log-Based Relevance Feedback Technique in Content-Based Image Retrieval,” Steven C. H. Hoi, Michael R. Lyu, in Proceedings of the 12th ACM International Conference on Multimedia (ACMMM2004), pp. 24-31, New York, USA, October 10 - October 16, 2004.
    Paper [MM]

  4. “Integrating Trust in Grid Computing Systems,” Woodas W. K. Lai, Kam-Wing Ng, Michael R. Lyu, in Proceedings of the 3rd International Conference on Grid and Cooperative Computing (GCC2004), pp. 887-890, Wuhan, China, October 21 - October 24, 2004.
    Paper [DS]

  5. “Software Reliability Growth Models Incorporating Fault Dependency with Various Debugging Time Lags,” Chin-Yu Huang, Chu-Ti Lin, Sy-Yen Kuo, Michael R. Lyu, Chuan-Ching Sue, in Proceedings of the 28th Annual International Computer Software and Applications Conference (COMPSAC2004), pp. 186-191, Hong Kong, China, September 27 - September 30, 2004.
    Paper [SE]

  6. “Group-Based Relevance Feedback with Support Vector Machine Ensembles,” Steven C. H. Hoi, Michael R. Lyu, in Proceedings of the 17th International Conference on Pattern Recognition (ICPR2004), pp. 874-877, Cambridge, The United Kingdom, August 23 - August 26, 2004.
    Paper [MM]

  7. “Learning Large Margin Classifiers Locally and Globally,” Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu, in Proceedings of the 21st International Conference on Machine Learning (ICML2004), Banff, Canada, July 4 - July 8, 2004.
    Paper [ML]

  8. “Biased Support Vector Machine for Relevance Feedback in Image Retrieval,” Steven C. H. Hoi, Chi-Hang Chan, Kaizhu Huang, Michael R. Lyu, Irwin King, in Proceedings of the 2004 IEEE International Joint Conference on Neural Networks (IJCNN2004), pp. 3189-3194, Budapest, Hungary, July 25 - July 29, 2004.
    Paper [ML]

  9. “Learning Classifiers from Imbalanced Data Based on Biased Minimax Probability Machine,” Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu, in Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2004), pp. 558-563, Washington DC, USA, June 27 - July 2, 2004.
    Paper [MM]

  10. “Robust Face Recognition Using Minimax Probability Machine,” Steven C. H. Hoi, Michael R. Lyu, in Proceedings of the 2004 IEEE International Conference on Multimedia and Expo (ICME2004), pp. 1175-1178, Taipei, Taiwan, June 27 - June 30, 2004.
    Paper [MM]

  11. “Video Summarization by Video Structure Analysis and Graph Optimization,” Shi Lu, Irwin King, Michael R. Lyu, in Proceedings of the 2004 IEEE International Conference on Multimedia and Expo (ICME2004), pp. 1959-1962, Taipei, Taiwan, June 27 - June 30, 2004.
    Paper [MM]

  12. “Video Summarization by Spatial-Temporal Graph Optimization,” Shi Lu, Michael R. Lyu, Irwin King, in Proceedings of the 2004 International Symposium on Circuits and Systems (ISCAS2004), pp. 197-200, Vancouver, Canada, May 23 - May 26, 2004.
    Paper [MM]

  13. “Affinity Rank: A New Scheme for Efficient Web Search,” Yi Liu, Benyu Zhang, Zheng Chen, Michael R. Lyu, Wei-Ying Ma, in Proceedings of the 13th international conference on World Wide Web: Alternate Track Papers & Posters (WWW:ATPP2004), pp. 338-339, New York, USA, May 17 - May 20, 2004.
    Paper [DS]

  14. “Copyright Protection on the Web: A Hybrid Digital Video Watermarking Scheme,” Pat P. W. Chan, Michael R. Lyu, Roland T. Chin, in Proceedings of the 13th international conference on World Wide Web: Alternate Track Papers & Posters (WWW:ATPP2004), pp. 354-355, New York, USA, May 17 - May 20, 2004.
    Paper [DS]

  15. “The Powerrank Web Link Analysis Algorithm,” Yizhou Lu, Benyu Zhang, Wensi Xi, Zheng Chen, Yi Liu, Michael R. Lyu, Wei-Ying Ma, in Proceedings of the 13th international conference on World Wide Web: Alternate Track Papers & Posters (WWW:ATPP2004), pp. 254-255, New York, USA, May 17 - May 20, 2004.
    Paper [DS]

  16. “Web Image Learning for Searching Semantic Concepts in Image Databases,” Steven C. H. Hoi, Michael R. Lyu, in Proceedings of the 13th international conference on World Wide Web: Alternate Track Papers & Posters (WWW:ATPP2004), pp. 406-407, New York, USA, May 17 - May 20, 2004.
    Paper [DS]

  17. “A Trust Model Based Routing Protocol for Secure Ad Hoc Networks,” Xiaoqi Li, Michael R. Lyu, Jiangchuan Liu, in Proceedings of the 2004 IEEE Aerospace Conference (Aerospace2004), pp. 1286-1295, Big Sky, USA, March 6 - March 13, 2004.
    Paper [DS]

  18. “An Authentication Service Against Dishonest Users in Mobile Ad Hoc Networks,” Edith C. H. Ngai, Michael R. Lyu, Roland T. Chin, in Proceedings of the 2004 IEEE Aerospace Conference (Aerospace2004), pp. 1275-1285, Big Sky, USA, March 6 - March 13, 2004.
    Paper [DS]

  19. “Message Queueing Analysis in Wireless Networks with Mobile Station Failures and Handoffs,” Xinyu Chen, Michael R. Lyu, in Proceedings of the 2004 IEEE Aerospace Conference (Aerospace2004), pp. 1296-1304, Big Sky, USA, March 6 - March 13, 2004.
    Paper [DS]

  20. “Trust- and Clustering-Based Authentication Services in Mobile Ad Hoc Networks,” Edith C. H. Ngai, Michael R. Lyu, in Proceedings of the 24th International Conference on Distributed Computing Systems Workshops (ICDCSW2004), pp. 582-587, Tokyo, Japan, March 23 - March 24, 2004.
    Paper [DS]

  21. “Expected-Reliability Analysis for Wireless CORBA with Imperfect Components,” Xinyu Chen, Michael R. Lyu, in Proceedings of the 10th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC2004), pp. 207-215, Papeete, Tahiti, March 3 - March 5, 2004.
    Paper [SE]

  22. “Optimal Allocation of Testing-Resource Considering Cost, Reliability, and Testing-Effort,” Chin-Yu Huang, Jung-Hua Lo, Sy-Yen Kuo, Michael R. Lyu, in Proceedings of the 10th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC2004), pp. 103-112, Papeete, Tahiti, March 3 - March 5, 2004.
    Paper [SE]

  23. “Biased Minimax Probability Machine for Medical Diagnosis,” Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu, Laiwan Chan, in Proceedings of the 8th International Symposium on Artificial Intelligence and Mathematics (ISAIM2004), Fort Lauderdale, USA, January 4 - January 6, 2004.
    Paper [ML]

  24. “Design and Evaluation of a Fault-Tolerant Mobile-Agent System,” Michael R. Lyu, Xinyu Chen, Mole T. Y. Wong, IEEE Intelligent Systems (INTELLSYST), vol. 19, no. 5, pp. 32-38, 2004.
    Paper [SE]

  25. “The Minimum Error Minimax Probability Machine,” Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu, Laiwan Chan, Journal of Machine Learning Research (JMLR), vol. 5, pp. 1253-1286, 2004.
    Paper [ML]

  26. “A Pseudoinverse Learning Algorithm for Feedforward Neural Networks with Stacked Generalization Applications to Software Reliability Growth Data,” Ping Guo, Michael R. Lyu, Neurocomputing (NEUROCOMPUTING), vol. 56, pp. 101-121, 2004.
    Paper [ML]

  27. “Extraction of Karyocytes and Their Components from Microscopic Bone Marrow Images Based on Regional Color Features,” Xi-Wen Zhang, Jiqiang Song, Michael R. Lyu, Shijie Cai, Pattern Recognition (PR), vol. 37, no. 2, pp. 351-361, 2004.
    Paper [MM]

  28. “Improving Chow-Liu Tree Performance by Mining Association Rules,” Kaizhu Huang, Irwin King, Michael R. Lyu, Haiqin Yang, in Neural Information Processing: Research and Development, pp. 94-112, Published by Springer, 2004.
    Paper [ML]

  29. “Analysis of Software Fault Removal Policies Using a Non-Homogeneous Continuous Time Markov Chain,” Swapna S. Gokhale, Michael R. Lyu, Kishor S. Trivedi, Software Quality Journal (SQJ), vol. 12, no. 3, pp. 211-230, 2004.
    Paper [SE]

  30. “Effective Multiresolution Arc Segmentation: Algorithms and Performance Evaluation,” Jiqiang Song, Michael R. Lyu, Shijie Cai, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 26, no. 11, pp. 1491-1506, 2004.
    Paper [MM]

2003

  1. “Domain Testing Based on Character String Predicate,” Ruilian Zhao, Michael R. Lyu, Yinghua Min, in Proceedings of the 12th Asian Test Symposium (ATS2003), pp. 96-101, Xi'an, China, November 17 - November 19, 2003.
    Paper [SE]

  2. “Sensitivity Analysis of Software Reliability for Component-Based Software Applications,” Jung-Hua Lo, Chin-Yu Huang, Sy-Yen Kuo, Michael R. Lyu, in Proceedings of the 27th Annual International Computer Software and Applications Conference (COMPSAC2003), pp. 500-505, Dallas, USA, November 3 - November 6, 2003.
    Paper [SE]

  3. “A New Software Testing Approach Based on Domain Analysis of Specifications and Programs,” Ruilian Zhao, Michael R. Lyu, Yinghua Min, in Proceedings of the 14th IEEE International Symposium on Software Reliability Engineering (ISSRE2003), pp. 60-70, Denver, USA, November 17 - November 20, 2003.
    Paper [SE]

  4. “An Empirical Study on Testing and Fault Tolerance for Software Reliability Engineering,” Michael R. Lyu, Zubin Huang, Sam K. S. Sze, Xia Cai, in Proceedings of the 14th IEEE International Symposium on Software Reliability Engineering (ISSRE2003), pp. 119-132, Denver, USA, November 17 - November 20, 2003.
    ISSRE 2003 Best Paper Award
    Paper [SE]

  5. “A Wireless Handheld Multi-Modal Digital Video Library Client System,” Michael R. Lyu, Jerome Yen, Edward H. H. Yau, Sam K. S. Sze, in Proceedings of the 5th ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR2003), pp. 231-238, Berkeley, USA, 7-Nov-03.
    Paper [MM]

  6. “Character String Predicate Based Automatic Software Test Data Generation,” Ruilian Zhao, Michael R. Lyu, in Proceedings of the 3rd International Conference on Quality Software (QSIC2003), pp. 255-262, Dallas, USA, November 6 - November 7, 2003.
    Paper [SE]

  7. “A DWT-Based Digital Video Watermarking Scheme with Error Correcting Code,” Pat P. W. Chan, Michael R. Lyu, in Proceedings of the 5th International Conference on Information and Communications Security (ICICS2003), pp. 202-213, Huhehaote, China, October 10 - October 13, 2003.
    Paper [DS]

  8. “Performance and Effectiveness Analysis of Checkpointing in Mobile Environments,” Xinyu Chen, Michael R. Lyu, in Proceedings of the 22nd Symposium on Reliable Distributed Systems (SRDS2003), pp. 131-140, Florence, Italy, October 6 - October 8, 2003.
    Paper [DS]

  9. “Extendable and Interchangeable Architecture Description of Distributed Systems Using UML and XML,” Chang-ai Sun, Jiannong Cao, Maozhong Jin, Chao Lin, Michael R. Lyu, in Proceedings of the 5th International Workshop on Advanced Parallel Programming Technologies (APPT2003), pp. 536-545, Xiamen, China, September 17 - September 19, 2003.
    Paper [DS]

  10. “Video Summarization Using Greedy Method in a Constraint Satisfaction Framework,” Lu Shi, Irwin King, Michael R. Lyu, in Proceedings of the 9th International Conference on Distributed Multimedia Systems (DMS2003), pp. 456-461, Miami, USA, September 24 - September 26, 2003.
    Paper [MM]

  11. “Face Recognition Committee Machines: Dynamic vs. Static Structures,” Sunny H. M. Tang, Michael R. Lyu, Irwin King, in Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP2003), pp. 121-126, Mantova, Italy, September 17 - September 19, 2003.
    Paper [MM]

  12. “A Face Processing System Based on Committee Machine: The Approach and Experimental Results,” Harvest K. F. Jang, Sunny H. M. Tang, Michael R. Lyu, Irwin King, in Proceedings of the 10th International Conference on Computer Analysis of Images and Patterns (CAIP2003), pp. 614-622, Groningen, The Netherlands, August 25 - August 27, 2003.
    Paper [MM]

  13. “A Novel Scheme for Video Similarity Detection,” Steven C. H. Hoi, Wei Wang, Michael R. Lyu, in Proceedings of the 2nd International Conference on Image and Video Retrieval (CIVR2003), pp. 373-382, Urbana-Champaign, USA, July 24 - July 25, 2003.
    Paper [MM]

  14. “A Robust Statistic Method for Classifying Color Polarity of Video Text,” Jiqiang Song, Min Cai, Michael R. Lyu, in Proceedings of the 2003 IEEE International Conference on Multimedia and Expo (ICME2003), pp. 385-388, Baltimore, USA, July 6 - July 9, 2003.
    Paper [MM]

  15. “Automatic Generation of Dubbing Video Slides for Mobile Wireless Environment,” Wei Wang, Michael R. Lyu, in Proceedings of the 2003 IEEE International Conference on Multimedia and Expo (ICME2003), pp. 265-268, Baltimore, USA, July 6 - July 9, 2003.
    Paper [MM]

  16. “Face Recognition Committee Machine,” Sunny H. M. Tang, Michael R. Lyu, Irwin King, in Proceedings of the 2003 IEEE International Conference on Multimedia and Expo (ICME2003), pp. 425-428, Baltimore, USA, July 6 - July 9, 2003.
    Paper [MM]

  17. “PVCAIS: A Personal Videoconference Archive Indexing System,” Jiqiang Song, Michael R. Lyu, Jenq-Neng Hwang, Min Cai, in Proceedings of the 2003 IEEE International Conference on Multimedia and Expo (ICME2003), pp. 673-676, Baltimore, USA, July 6 - July 9, 2003.
    Paper [MM]

  18. “Discriminative Training of Bayesian Chow-Liu Multinet Classifiers,” Kaizhu Huang, Irwin King, Michael R. Lyu, in Proceedings of the 2003 IEEE International Joint Conference on Neural Networks (IJCNN2003), pp. 484-488, Portland, USA, July 20 - July 24, 2003.
    Paper [ML]

  19. “A Progressive Fault Tolerant Mechanism in Mobile Agent Systems,” Michael R. Lyu, Mole T. Y. Wong, in Proceedings of the 7th World Multiconference on Systemics, Cybernetics and Informatics (SCI2003), pp. 299-306, Orlando, USA, July 27 - July 30, 2003.
    Paper [DS]

  20. “Finite Mixture Model of Bounded Semi-Naive Bayesian Networks Classifier,” Kaizhu Huang, Irwin King, Michael R. Lyu, in Proceedings of the Joint International Conference on Artificial Neural Networks and Neural Information Processing (ICANN/ICONIP2003), pp. 115-122, Istanbul, Turkey, June 26 - June 29, 2003.
    Paper [ML]

  21. “A Wireless Client for Accessing Multimodal Digital Video Library Systems,” Sam K. S. Sze, Michael R. Lyu, Henry K. P. Choi, Edward H. H. Yau, in Proceedings of the 12th International Conference on World Wide Web: Posters (WWW:P2003), Budapest, Hungary, May 20 - May 24, 2003.
    Paper [DS]

  22. “A Robust Statistic Method for Classifying Color Polarity of Video Text,” Jiqiang Song, Min Cai, Michael R. Lyu, in Proceedings of the 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2003), pp. 581-584, Hong Kong, China, April 6 - April 10, 2003.
    Paper [MM]

  23. “Face Recognition Committee Machine,” Sunny H. M. Tang, Michael R. Lyu, Irwin King, in Proceedings of the 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2003), pp. 837-840, Hong Kong, China, April 6 - April 10, 2003.
    Paper [MM]

  24. “Message Logging and Recovery in Wireless CORBA Using Access Bridge,” Xinyu Chen, Michael R. Lyu, in Proceedings of the 6th International Symposium on Autonomous Decentralized Systems (ISADS2003), pp. 107-114, Pisa, Italy, April 9 - April 11, 2003.
    Paper [DS]

  25. “A Unified Scheme of Some Nonhomogenous Poisson Process Models for Software Reliability Estimation,” Chin-Yu Huang, Michael R. Lyu, Sy-Yen Kuo, IEEE Transactions on Software Engineering (TSE), vol. 29, no. 3, pp. 261-269, 2003.
    Paper [SE]

  26. “Regularization Parameter Estimation for Feedforward Neural Networks,” Ping Guo, Michael R. Lyu, C. L. Philip Chen, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) (TSMC), vol. 33, no. 1, pp. 35-44, 2003.
    Paper [ML]

2002

  1. “Constructing a Large Node Chow-Liu Tree Based on Frequent Itemsets,” Kaizhu Huang, Irwin King, Michael R. Lyu, in Proceedings of the 9th International Conference on Neural Information Processing (ICONIP2002), pp. 498-502, Singapore, Singapore, November 18 - November 22, 2002.
    Paper [ML]

  2. “Optimal Allocation of Testing Resources for Modular Software Systems,” Chin-Yu Huang, Jung-Hua Lo, Sy-Yen Kuo, Michael R. Lyu, in Proceedings of the 13th IEEE International Symposium on Software Reliability Engineering (ISSRE2002), pp. 129-138, Annapolis, USA, November 12 - November 15, 2002.
    Paper [SE]

  3. “Learning Maximum Likelihood Semi-Naive Bayesian Network Classifier,” Kaizhu Huang, Irwin King, Michael R. Lyu, in Proceedings of the 2002 IEEE International Conference on Systems, Man and Cybernetics (SMC2002), pp. 1-6, Yasmine Hammamet, Tunisia, October 6 - October 9, 2002.
    Paper [ML]

  4. “A New Approach for Video Text Detection,” Michael R. Lyu, Jiqiang Song, Min Cai, in Proceedings of the 2002 International Conference on Image Processing (ICIP2002), pp. 117-120, Rochester, USA, September 22 - September 25, 2002.
    Paper [MM]

  5. “Optimal Resource Allocation and Reliability Analysis for Component-Based Software Applications,” Jung-Hua Lo, Sy-Yen Kuo, Michael R. Lyu, Chin-Yu Huang, in Proceedings of the 26th Annual International Computer Software and Applications Conference (COMPSAC2002), pp. 7-12, Oxford, The United Kingdom, August 26 - August 29, 2002.
    Paper [SE]

  6. “XVIP: An XML-Based Video Information Processing System,” Edith C. H. Ngai, Pat P. W. Chan, Edward H. H. Yau, Michael R. Lyu, in Proceedings of the 26th Annual International Computer Software and Applications Conference (COMPSAC2002), pp. 173-178, Oxford, The United Kingdom, August 26 - August 29, 2002.
    Paper [SE]

  7. “A New Approach for Line Recognition in Large-Size Images Using Hough Transform,” Jiqiang Song, Min Cai, Michael R. Lyu, Shijie Cai, in Proceedings of the 16th International Conference on Pattern Recognition (ICPR2002), pp. 33-36, Quebec, Canada, August 11 - August 15, 2002.
    Paper [MM]

  8. “Edge Color Distribution Transform: An Efficient Tool for Object Detection in Images,” Jiqiang Song, Min Cai, Michael R. Lyu, in Proceedings of the 16th International Conference on Pattern Recognition (ICPR2002), pp. 608-612, Quebec, Canada, August 11 - August 15, 2002.
    Paper [MM]

  9. “Graphics Recognition from Binary Images: One Step or Two Steps,” Jiqiang Song, Min Cai, Michael R. Lyu, Shijie Cai, in Proceedings of the 16th International Conference on Pattern Recognition (ICPR2002), pp. 135-138, Quebec, Canada, August 11 - August 15, 2002.
    Paper [MM]

  10. “A Multilingual, Multimodal Digital Video Library System,” Michael R. Lyu, Edward H. H. Yau, Sam K. S. Sze, in Proceedings of the 2nd ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL2002), pp. 145-153, Portland, USA, June 14 - June 18, 2002.
    Paper [DS]

  11. “iVIEW: An Intelligent Video over InternEt and Wireless Access System,” Michael R. Lyu, Sam K. S. Sze, Edward H. H. Yau, in Proceedings of the 11th international conference on World Wide Web: Alternate Track Papers & Posters (WWW:ATPP2002), pp. 1-26, Hawaii, USA, May 7 - May 11, 2002.
    Paper [DS]

  12. “A Wireless XML-Based Handheld Multimodal Digital Video Library Client System,” Sam K. S. Sze, Henry K. P. Choi, Michael R. Lyu, in Proceedings of the 11th International Conference on World Wide Web: Posters (WWW:P2002), pp. 1-4, Honolulu, USA, May 7 - May 11, 2002.
    WWW 2002 Best Poster Paper Award
    Paper [DS]

  13. “ADVISE: Advanced Digital Video Information Segmentation Engine,” Nicky C. W. Ng, Michael R. Lyu, in Proceedings of the 11th International Conference on World Wide Web: Posters (WWW:P2002), pp. 1-5, Honolulu, USA, May 7 - May 11, 2002.
    Paper [DS]

  14. “Component-Based Embedded Software Engineering: Development Framework, Quality Assurance and a Generic Assessment Environment,” Xia Cai, Michael R. Lyu, Kam-Fai Wong, International Journal of Software Engineering and Knowledge Engineering (IJSEKE), vol. 12, no. 2, pp. 107-133, 2002.
    Paper [SE]

  15. “Cluster Number Selection for a Small Set of Samples Using the Bayesian Ying-Yang model,” Ping Guo, C. L. Philip Chen, Michael R. Lyu, IEEE Transactions on Neural Networks (TNN), vol. 13, no. 3, pp. 757-763, 2002.
    Paper [ML]

  16. “Optimal Allocation of Test Resources for Software Reliability Growth Modeling in Software Development,” Michael R. Lyu, Sampath Rangarajan, Aad P. A. van Moorsel, IEEE Transactions on Reliability (TR), vol. 51, no. 2, pp. 183-192, 2002.
    Paper [SE]

  17. “Software Reliability Theory,” Michael R. Lyu, in Encyclopedia of Software Engineering, pp. 1611-1630, Published by Wiley, 2002.
    Paper [SE]

2001

  1. “A Case Study on Stacked Generalization with Software Reliability Growth Modeling Data,” Ping Guo, Michael R. Lyu, in Proceedings of the 8th International Conference on Neural Information Processing (ICONIP2001), pp. 1321-1326, Shanghai, China, November 14 - November 18, 2001.
    Paper [ML]

  2. “A Scalable Mediator System beyond Firewalls Using CORBA, XML and Java Servlet,” Vincent W. H. Cheung, Michael R. Lyu, Kam-Wing Ng, in Proceedings of the 7th International Conference on Information Systems Analysis and Synthesis and the 5th World Multiconference on Systemics, Cybernetics and Informatics (ISAS/SCI2001), pp. 360-365, Orlando, USA, July 22 - July 25, 2001.
    Paper [DS]

  3. “Video Comparison Using Tree Matching Algorithm,” Nicky C. W. Ng, Irwin King, Michael R. Lyu, in Proceedings of the 2001 International Conference on Imaging Science, Systems and Technology (CISST2001), pp. 184-190, Las Vegas, USA, June 25 - June 28, 2001.
    Paper [MM]

  4. “An Agent-Based Platform for Online Auctions,” Anson C. W. Lee, Michael R. Lyu, Irwin King, in Proceedings of the 2001 International Conference on Internet Computing (IC2001), pp. 743-749, Las Vegas, USA, June 25 - June 28, 2001.
    Paper [DS]

  5. “Design and Implementation of XML-Based Digital Video Library System,” Jacky C. K. Ma, Michael R. Lyu, in Proceedings of the 2001 International Conference on Internet Computing (IC2001), pp. 371-374, Las Vegas, USA, June 25 - June 28, 2001.
    Paper [DS]

  6. “Tunneling Across Firewalls by Using XML and Servlets: An Experiment on CORBA,” Vincent W. H. Cheung, Michael R. Lyu, Kam-Wing Ng, in Proceedings of the 2001 International Conference on Internet Computing (IC2001), pp. 379-385, Las Vegas, USA, June 25 - June 28, 2001.
    Paper [DS]

  7. “A Novel PAT-Tree Approach to Chinese Document Clustering,” Kenny C. L. Kwok, Michael R. Lyu, Irwin King, in Proceedings of the 2001 International Symposium on Information Systems and Engineering (ISE2001), pp. 85-91, Las Vegas, USA, June 25 - June 28, 2001.
    Paper [SE]

  8. “Agent-Based Multimedia Data Sharing Platform,” Anson C. W. Lee, Michael R. Lyu, Irwin King, in Proceedings of the 2001 International Symposium on Information Systems and Engineering (ISE2001), pp. 18-24, Las Vegas, USA, June 25 - June 28, 2001.
    Paper [SE]

  9. “ComPARE: A Generic Quality Assessment Environment for Component-Based Software Systems,” Xia Cai, Michael R. Lyu, Kam-Fai Wong, Mabel Wong, in Proceedings of the 2001 International Symposium on Information Systems and Engineering (ISE2001), pp. 348-354, Las Vegas, USA, June 25 - June 28, 2001.
    Paper [SE]

  10. “Simulation Techniques for Component-Based Software Reliability Modeling with Project Application,” Ruohao Huang, Michael R. Lyu, Karama Kanoun, in Proceedings of the 2001 International Symposium on Information Systems and Engineering (ISE2001), pp. 283-289, Las Vegas, USA, June 25 - June 28, 2001.
    Paper [SE]

  11. “Integrating Digital Libraries by CORBA, XML and Servlet,” Vincent W. H. Cheung, Michael R. Lyu, Kam Wing Ng, in Proceedings of the 1st ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL2001), Roanoke, USA, June 24 - June 28, 2001.
    Paper [DS]

  12. “Proceedings of the Tenth International World Wide Web Conference,” Vincent Y. Shen, Nobuo Saito, Michael R. Lyu (ed.), Mary E. Zurko, Published by ACM, 2001.
    Paper [DS]

  13. “Analysis of Privacy and Non-Repudiation on Pay-TV Systems,” Ronggong Song, Michael R. Lyu, IEEE Transactions on Consumer Electronics (TCE), vol. 47, no. 4, pp. 729-733, 2001.
    Paper [DS]

  14. “Effect of Code Coverage on Software Reliability Measurement,” Mei-Hwa Chen, Michael R. Lyu, W. Eric Wong, IEEE Transactions on Reliability (TR), vol. 50, no. 2, pp. 165-170, 2001.
    Paper [SE]

  15. “Framework for Modeling Software Reliability, Using Various Testing-Efforts and Fault-Detection Rates,” Sy-Yen Kuo, Chin-Yu Huang, Michael R. Lyu, IEEE Transactions on Reliability (TR), vol. 50, no. 3, pp. 310-320, 2001.
    Paper [SE]

  16. “Pseudoinverse Learning Algorithm for Feedforward Neural Networks,” Ping Guo, Michael R. Lyu, in Advances in Neural Networks and Applications, pp. 321-326, Published by World Scientific and Engineering Academy and Society, 2001.
    Paper [ML]

2000

  1. “Component-Based Software Engineering: Technologies, Development Frameworks, and Quality Assurance Schemes,” Xia Cai, Michael R. Lyu, Kam-Fai Wong, Roy Ko, in Proceedings of the 7th Asia-Pacific Software Engineering Conference (APSEC2000), pp. 372-379, Singapore, Singapore, December 5 - December 8, 2000.
    Paper [SE]

  2. “Software Quality Prediction Using Mixture Models with EM Algorithm,” Ping Guo, Michael R. Lyu, in Proceedings of the 1st Asia-Pacific Conference on Quality Software (APAQS2000), pp. 69-80, Hong Kong, China, October 30 - October 31, 2000.
    Paper [SE]

  3. “A Phase-Based Approach to Creating Highly Reliable Software,” Michael R. Lyu, in Proceedings of the 24th Annual International Computer Software and Applications Conference (COMPSAC2000), pp. 276-280, Taipei, Taiwan, October 25 - October 28, 2000.
    Paper [SE]

  4. “Effort-Index-Based Software Reliability Growth Models and Performance Assessment,” Chin-Yu Huang, Sy-Yen Kuo, Michael R. Lyu, in Proceedings of the 24th Annual International Computer Software and Applications Conference (COMPSAC2000), pp. 454-459, Taipei, Taiwan, October 25 - October 28, 2000.
    Paper [SE]

  5. “Firewall Security: Policies, Testing and Performance Evaluation,” Michael R. Lyu, Lorrien K. Y. Lau, in Proceedings of the 24th Annual International Computer Software and Applications Conference (COMPSAC2000), pp. 116-121, Taipei, Taiwan, October 25 - October 28, 2000.
    Paper [SE]

  6. “ATACOBOL: A COBOL Test Coverage Analysis Tool and Its Applications,” Sam K. S. Sze, Michael R. Lyu, in Proceedings of the 11th IEEE International Symposium on Software Reliability Engineering (ISSRE2000), pp. 327-335, San Jose, USA, October 8 - October 11, 2000.
    Paper [SE]

  7. “Quantitative Software Reliability Modeling from Testing to Operation,” Chin-Yu Huang, Sy-Yen Kuo, Jung-Hua Lo, Michael R. Lyu, in Proceedings of the 11th IEEE International Symposium on Software Reliability Engineering (ISSRE2000), pp. 72-83, San Jose, USA, October 8 - October 11, 2000.
    Paper [SE]

  8. “The Design, Implementation and Evaluation of an Internet Payment System,” Steve K. L. Chong, C. H. Ho, C. H. Lau, Michael R. Lyu, Y. S. Moon, in Proceedings of the 16th IFIP World Computer Congress: Information Technology for Business Management (WCC:ITBM2000), pp. 636-639, Beijing, China, August 21 - August 25, 2000.
    Paper [DS]

  9. “Securing Mobile Agents for Electronic Commerce: An Experiment,” Anthony H. W. Chan, Caris K. M. Wong, Mole T. Y. Wong, Michael R. Lyu, in Proceedings of the 16th IFIP World Computer Congress: The IFIP TC11 15th Annual Working Conference on Information Security (WCC:Sec2000), pp. 471-480, Beijing, China, August 22 - August 24, 2000.
    Paper [DS]

  10. “SIAS: A Secure Shopping Information Agent System,” Anthony H. W. Chan, Mole T. Y. Wong, Caris K. M. Wong, Michael R. Lyu, in Proceedings of the Fourth International Conference on Autonomous Agents (Agents2000), pp. 257-258, Barcelona, Spain, June 3 - June 7, 2000.
    Paper [DS]

  11. “Chinese Optical Character Recognition for Information Extraction from Video Images,” Vincent W. H. Cheung, Ka Fai Pang, Michael R. Lyu, Kam Wing Ng, in Proceedings of the 2000 International Conference on Imaging Science, Systems and Technology (CISST2000), pp. 269-275, Las Vegas, USA, June 26 - June 29, 2000.
    Paper [MM]

  12. “A Study on Color Space Selection for Determining Image Segmentation Region Number,” Ping Guo, Michael R. Lyu, in Proceedings of the 2000 International Conference on Internet Computing (IC2000), pp. 1127-1132, Las Vegas, USA, June 26 - June 29, 2000.
    Paper [DS]

  13. “Virtual Campus: A Web-Based Customized Learning Environment,” Sam K. P. Ma, Michael R. Lyu, Wing-Kay Kan, in Proceedings of the 2000 International Conference on Internet Computing (IC2000), pp. 119-125, Las Vegas, USA, June 26 - June 29, 2000.
    Paper [DS]

  14. “Classification for High-Dimension Small-Sample Data Sets Based on Kullback-Leibler Information Measure,” Ping Guo, Michael R. Lyu, in Proceedings of the 2000 International Conference on Artificial Intelligence (ICAI2000), pp. 1187-1193, Las Vegas, USA, June 26 - June 29, 2000.
    Paper [ML]

  15. “Design, Implementation, and Experimentation on Mobile Agent Security for Electronic Commerce Applications,” Anthony H. W. Chan, Caris K. M. Wong, Mole T. Y. Wong, Michael R. Lyu, in Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA2000), Las Vegas, USA, June 24 - June 29, 2000.
    Paper [SE]

1999

  1. “Testing, Reliability, and Interoperability Issues in the CORBA Programming Paradigm,” Gang Xing, Michael R. Lyu, in Proceedings of the 6th Asia-Pacific Software Engineering Conference (APSEC1999), pp. 530-537, Takamatsu, Japan, December 7 - December 10, 1999.
    Paper [SE]

  2. “Security Modeling and Evaluation for the Mobile Code Paradigm,” Anthony H. W. Chan, Michael R. Lyu, in Proceedings of the 5th Asian Computing Science Conference (ASIAN1999), pp. 371-372, Phuket, Thailand, December 10 - December 12, 1999.
    Paper [SE]

  3. “Software Reliability Modeling and Cost Estimation Incorporating Testing-Effort and Efficiency,” Chin-Yu Huang, Jung-Hua Lo, Sy-Yen Kuo, Michael R. Lyu, in Proceedings of the 10th IEEE International Symposium on Software Reliability Engineering (ISSRE1999), pp. 62-72, Boca Raton, USA, November 1 - November 4, 1999.
    Paper [SE]

  4. “Optimal Software Release Policy Based on Cost and Reliability with Testing Efficiency,” Chin-Yu Huang, Sy-Yen Kuo, Michael R. Lyu, in Proceedings of the 23rd Annual International Computer Software and Applications Conference (COMPSAC1999), pp. 468-473, Phoenix, USA, October 19 - October 27, 1999.
    Paper [SE]

  5. “A Web-Based Customized Virtual Learning Environment,” Sam K. P. Ma, Michael R. Lyu, in Proceedings of World Wide Web: Technologies and Applications for the New Millennium: The 1999 Asia Pacific Web Conference (APWeb1999), pp. 37-43, Hong Kong, China, September 27 - September 29, 1999.
    Paper [DS]

  6. “The Mobile Code Paradigm and Its Security Issues,” Anthony H. W. Chan, Michael R. Lyu, in Proceedings of World Wide Web: Technologies and Applications for the New Millennium: The 1999 Asia Pacific Web Conference (APWeb1999), pp. 353-357, Hong Kong, China, September 27 - September 29, 1999.
    Paper [DS]

  7. “Software Fault Tolerance in a Clustered Architecture: Techniques and Reliability Modeling,” Michael R. Lyu, Veena B. Mendiratt, in Proceedings of the 1999 IEEE Aerospace Conference (Aerospace1999), pp. 141-150, Aspen, Colorado, USA, March 7 - March 7, 1999.
    Paper [DS]

1998

  1. “Web-Based Education Techniques: Workflow, Collaboration, and Quality of Service,” Michael R. Lyu, Yiu-Sang Moon, Wing-Kay Kan, Mladen A. Vouk, in Proceedings of the 1998 Quality in Teaching and Learning Conference (QTLC1998), pp. 245-252, Hong Kong, China, December 10 - December 12, 1998.
    Paper [DS]

  2. “Reliability Simulation of Component-Based Software Systems,” Swapna S. Gokhale, Michael R. Lyu, Kishor S. Trivedi, in Proceedings of the 9th IEEE International Symposium on Software Reliability Engineering (ISSRE1998), pp. 192-201, Paderborn, Germany, November 4 - November 7, 1998.
    ISSRE 1998 Best Paper Award
    Paper [SE]

  3. “Software Reliability Analysis Incorporating Fault Detection and Debugging Activities,” Swapna S. Gokhale, Michael R. Lyu, Kishor S. Trivedi, in Proceedings of the 9th IEEE International Symposium on Software Reliability Engineering (ISSRE1998), pp. 202-211, Paderborn, Germany, November 4 - November 7, 1998.
    Paper [SE]

  4. “Web-CASRE: A Web-Based Tool for Software Reliability Modeling,” Michael R. Lyu, Jurgen Schonwalder, in Proceedings of the 9th IEEE International Symposium on Software Reliability Engineering, Industry Track (ISSRE1998), pp. 151-160, Paderborn, Germany, November 4 - November 7, 1998.
    Paper [SE]

  5. “Design Testing and Evaluation Techniques for Software Reliability Engineering,” Michael R. Lyu, in Proceedings of the 24th Euromicro Conference (EUROMICRO1998), pp. 39-46, Vasteras, Sweden, August 25 - August 27, 1998.
    Paper [SE]

  6. “A Summary of QoS Support in SWAN,” Tsu-Wei Chen, Paul Krzyzanowski, Michael R. Lyu, Cormac J. Sreenan, John A. Trotter, in Proceedings of the 1998 Sixth International Workshop on Quality of Service (IWQoS1998), pp. 272-274, Napa, USA, May 18 - May 20, 1998.
    Paper [SE]

  7. “A Phase-Based Approach to Integrate Reliable Software,” Michael R. Lyu, in Proceedings of the 11th International Software Quality Week (QW1998), San Francisco, California, USA, May 26 - May 29, 1998.
    Paper [SE]

  8. “Bringing Software Tools to the Web: Architecture Issues and Porting Experience,” Michael R. Lyu, Jurgen Schonwalder, in Proceedings of the 1998 International Symposium on Internet Technologies (ISIT1998), pp. 136-141, Taipei, Taiwan, April, 1998.
    Paper [SE]

  9. “An Integrated Approach to Achieving High Software Reliability,” Michael R. Lyu, in Proceedings of the 1998 IEEE Aerospace Conference (Aerospace1998), pp. 123-136, Aspen, Colorado, USA, March 28 - March 28, 1998.
    Paper [DS]

  10. “Model Validation Using Simulated Data,” Swapna S. Gokhale, Michael R. Lyu, Kishor S. Trivedi, in Proceedings of the 1998 IEEE Workshop on Application-Specific Software Engineering and Technology (ASSET1998), pp. 22-27, Richardson, USA, March 28 - March 28, 1998.
    Paper [SE]

  11. “Reliability-Oriented Software Engineering: Design, Testing, and Evaluation Techniques,” Michael R. Lyu, IEE Proceedings - Software (IEEPSOFTWARE), vol. 145, no. 6, pp. 191-197, 1998.
    Paper [SE]

  12. “Software Reliability,” S. R. Dalal, Michael R. Lyu, C. L. Mallows, in Encyclopedia of Biostatistics, vol. 5, pp. 4550-4555, Published by Wiley, 1998.
    Paper [SE]

1997

  1. “Reliability Simulation of Fault-Tolerant Software and Systems,” Swapna S. Gokhale, Michael R. Lyu, Kishor S. Trivedi, in Proceedings of the 1997 Pacific Rim International Symposium on Fault-Tolerant Systems (PRFTS1997), pp. 167-173, Taipei, Taiwan, December 15 - December 16, 1997.
    Paper [SE]

  2. “Optimization of Reliability Allocation and Testing Schedule for Software Systems,” Michael R. Lyu, Sampath Rangarajan, Aad P. A. van Moorsel, in Proceedings of the 8th IEEE International Symposium on Software Reliability Engineering (ISSRE1997), pp. 336-347, Albuquerque, November 2 - November 5, 1997.
    Paper [SE]

  3. “A VC-Based API for Renegotiable QoS in Wireless ATM Networks,” Tsu-Wei Chen, Paul Krzyzanowski, Michael R. Lyu, Cormac J. Sreenan, John A. Trotter, in Proceedings of the 6th International Conference on Universal Personal Communications (ICUPC1997), pp. 119-123, San Diego, USA, October 12 - October 16, 1997.
    Paper [DS]

  4. “Incorporating Code Coverage in the Reliability Estimation for Fault-Tolerant Software,” Mei-Hwa Chen, Michael R. Lyu, W. Eric Wong, in Proceedings of the 16th Symposium on Reliable Distributed Systems (SRDS1997), pp. 45-52, Durham, USA, October 22 - October 24, 1997.
    Paper [DS]

  5. “Effect of Repair Policies on Software Reliability,” Swapna S. Gokhale, Peter N. Marinos, Michael R. Lyu, Kishor S. Trivedi, in Proceedings of the 12th Annual Conference on Computer Assurance (COMPASS1997), pp. 105-116, Gaithersburg, USA, June 16 - June 19, 1997.
    Paper [SE]

  6. “Renegotiable Quality of Service: A New Scheme for Fault Tolerance in Wireless Networks,” Tsu-Wei Chen, Paul Krzyzanowski, Michael R. Lyu, Cormac J. Sreenan, John A. Trotter, in Proceedings of the 27th International Symposium on Fault-Tolerant Computing (FTCS1997), pp. 21-30, Seattle, USA, June 24 - June 27, 1997.
    Paper [SE]

  7. “Simulation Techniques for Software Reliability Engineering Incorporating Software Architecture,” Swapna S. Gokhale, Michael R. Lyu, Kishor S. Trivedi, in Proceedings of the 1997 IEEE Software Reliability Engineering Workshop (SREW1997), Middletown, USA, June 3 - June 4, 1997.
    Paper [SE]

  8. “Regression Tree Modeling for the Prediction of Software Quality,” Swapna S. Gokhale, Michael R. Lyu, in Proceedings of the 3rd ISSAT International Conference on Reliability and Quality in Design (ISSAT:RQD1997), pp. 31-36, Anaheim, USA, March 12 - March 14, 1997.
    Paper [SE]

  9. “Diversity in the Software Development Process,” Victoria Hilford, Michael R. Lyu, Bojan Cukic, Anouar Jamoussi, Farokh B. Bastani, in Proceedings of the 3rd Workshop on Object-Oriented Real-Time Dependable Systems (WORDS1997), pp. 129-136, Newport Beach, USA, February 5 - February 7, 1997.
    Paper [SE]

1996

  1. “Quality of Service Guarantees in A Wireless Network,” Tsu-Wei Chen, Paul Krzyzanowski, Michael R. Lyu, Cormac J. Sreenan, John A. Trotter, in Proceedings of the 1996 Lucent Technologies Wireless Workshop (LTWW1996), Murray Hill, USA, November 11 - November 12, 1996.
    Paper [SE]

  2. “An Empirical Study of the Correlation Between Code Coverage and Reliability Estimation,” Mei-Hwa Chen, Michael R. Lyu, W. Eric Wong, in Proceedings of the 3rd IEEE International Software Metrics Symposium (METRICS1996), pp. 133-141, Berlin, Germany, March 25 - March 26, 1996.
    Paper [SE]

  3. “Handbook of Software Reliability Engineering,” Michael R. Lyu (ed.), Published by McGraw-Hill, 1996.
    Paper [SE]

  4. “Software Reliability Measurement Experience,” Allen P. Nikora, Michael R. Lyu, in Handbook of Software Reliability Engineering, chap. 7, Published by McGraw-Hill, 1996.
    Paper [SE]

  5. “Software Reliability Process Simulation,” Robert C. Tausworthe, Michael R. Lyu, in Handbook of Software Reliability Engineering, chap. 16, Published by McGraw-Hill, 1996.
    Paper [SE]

  6. “A Generalized Technique for Simulating Software Reliability,” Robert C. Tausworthe, Michael R. Lyu, IEEE Software (SOFTWARE), vol. 13, no. 2, pp. 77-88, 1996.
    Paper [SE]

1995

  1. “An Experiment in Determining Software Reliability Model Applicability,” Allen P. Nikora, Michael R. Lyu, in Proceedings of the 6th IEEE International Symposium on Software Reliability Engineering (ISSRE1995), pp. 304-313, Toulouse, France, October 24 - October 27, 1995.
    Paper [SE]

  2. “Software Reliability Engineering Study of a Large-Scale Telecommunications Software System,” D. W. Carman, Adrian A. Dolinsky, Michael R. Lyu, Jinsong S. Yu, in Proceedings of the 6th IEEE International Symposium on Software Reliability Engineering (ISSRE1995), pp. 350-359, Toulouse, France, October 24 - October 27, 1995.
    Paper [SE]

  3. “ARMOR: Analyzer for Reducing Module Operational Risk,” Michael R. Lyu, Jinsong S. Yu, Elaine Keramidas, Siddhartha R. Dalal, in Proceedings of the 25th International Symposium on Fault-Tolerant Computing (FTCS1995), pp. 137-142, Pasadena, USA, June 27 - June 30, 1995.
    Paper [SE]

  4. “Dependability Modeling for Fault-Tolerant Software & Systems,” Joanne B. Dugan, Michael R. Lyu, in Software Fault Tolerance, chap. 5, pp. 109-138, Published by Wiley, 1995.
    Paper [SE]

  5. “Software Fault Tolerance,” Michael R. Lyu (ed.), Published by Wiley, 1995.
    Paper [SE]

1994

  1. “A Generalized Software Reliability Process Simulation Technique and Tool,” Robert C. Tausworthe, Michael R. Lyu, in Proceedings of the 5th IEEE International Symposium on Software Reliability Engineering (ISSRE1994), pp. 264-273, Monterey, USA, November 6 - November 9, 1994.
    Paper [SE]

  2. “System-Level Reliability and Sensitivity Analyses for Three Fault-Tolerant System Architectures,” Joanne B. Dugan, Michael R. Lyu, in Proceedings of the 4th IEEE International Working Conference on Dependable Computing for Critical Applications (DCCA1994), pp. 295-307, San Diego, USA, January 4 - January 6, 1994.
    Paper [SE]

  3. “Achieving Software Quality with Testing Coverage Measures,” Joseph R. Horgan, Saul London, Michael R. Lyu, Computer (COMPUTER), vol. 27, no. 9, pp. 60-69, 1994.
    Paper [SE]

  4. “Experience in Metrics and Measurements for N-Version Programming,” Michael R. Lyu, Jia-Hong Chen, Algirdas Avizienis, International Journal of Reliability, Quality and Safety Engineering (IJRQSE), vol. 1, no. 1, pp. 41-62, 1994.
    Paper [SE]

  5. “System-Level Reliability and Sensitivity Analyses for Three Fault-Tolerant System Architectures,” Joanne B. Dugan, Michael R. Lyu, in Dependable Computing and Fault-Tolerant Systems, vol. 9, pp.459-477, Published by Springer, 1994.
    Paper [SE]

  6. “A Coverage Analysis Tool for the Effectiveness of Software Testing,” Michael R. Lyu, Joseph R. Horgan, Saul London, IEEE Transactions on Reliability (TR), vol. 43, no. 4, pp. 527-535, 1994.
    Paper [SE]

  7. “System Reliability Analysis of an N-version Programming Application,” Joanne B. Dugan, Michael R. Lyu, IEEE Transactions on Reliability (TR), vol. 43, no. 4, pp. 513-519, 1994.
    Paper [SE]

1993

  1. “A Coverage Analysis Tool for the Effectiveness of Software Testing,” Michael R. Lyu, Joseph R. Horgan, Saul London, in Proceedings of the 4th IEEE International Symposium on Software Reliability Engineering (ISSRE1993), pp. 25-34, Denver, USA, November 3 - November 6, 1993.
    ISSRE 1993 Best Paper Award, ISSRE 2019 30-Year Most Influential Papers
    Paper [SE]

  2. “System Reliability Analysis of an N-version Programming Application,” Joanne B. Dugan, Michael R. Lyu, in Proceedings of the 4th IEEE International Symposium on Software Reliability Engineering (ISSRE1993), pp. 103-111, Denver, USA, November 3 - November 6, 1993.
    ISSRE 1993 Best Paper Award
    Paper [SE]

  3. “A Systematic and Comprehensive Tool for Software Reliability Modeling and Measurement,” Michael R. Lyu, Allen P. Nikora, William H. Farr, in Proceedings of the 23rd International Symposium on Fault-Tolerant Computing (FTCS1993), pp. 648-653, Toulouse, France, June 22 - June 24, 1993.
    Paper [SE]

  4. “Improving the N-Version Programming Process Through the Evolution of a Design Paradigm,” Michael R. Lyu, Yu-Tao He, IEEE Transactions on Reliability (TR), vol. 42, no. 2, pp. 179-189, 1993.
    Paper [SE]

1992

  1. “Making Better Software Reliability Estimations by A Practical Tool,” Michael R. Lyu, Allen P. Nikora, William H. Farr, in Proceedings of the 2nd Bellcore/Purdue Symposium on Issues in Software Reliability Estimation (BPSRE1992), pp. 11-27, Livingston, USA, October 12 - October 13, 1992.
    Paper [SE]

  2. “Reliability and Maintainability Related Software Coupling Metrics in C++ Programs,” Chandrashekar Rajaraman, Michael R. Lyu, in Proceedings of the 3rd IEEE International Symposium on Software Reliability Engineering (ISSRE1992), pp. 303-311, Research Triangle Park, USA, October 7 - October 10, 1992.
    Paper [SE]

  3. “Software Reliability Measurements in N-Version Software Execution Environment,” Michael R. Lyu, in Proceedings of the 3rd IEEE International Symposium on Software Reliability Engineering (ISSRE1992), pp. 254-263, Research Triangle Park, USA, October 7 - October 10, 1992.
    Paper [SE]

  4. “Software Diversity Metrics and Measurements,” Michael R. Lyu, Jia-Hong Chen, Algirdas Avizienis, in Proceedings of the 16th Annual International Computer Software and Applications Conference (COMPSAC1992), pp. 69-78, Chicago, USA, September 21 - September 25, 1992.
    Paper [SE]

  5. “Some Coupling Measures for C++ Programs,” Chandrashekar Rajaraman, Michael R. Lyu, in Proceedings of the 8th International Conference on Technology of Object-Oriented Languages and Systems (TOOLS1992), pp. 225-234, Santa Barbara, USA, August, 1992.
    Paper [SE]

  6. “CASRE: A Computer-Aided Software Reliability Estimation Tool,” Michael R. Lyu, Allen P. Nikora, in Proceedings of the Fifth International Workshop on Computer-Aided Software Engineering (CASEW1992), pp. 264-275, Montreal, Canada, July 6 - July 10, 1992.
    Paper [SE]

  7. “A Linear Combination Software Reliability Modeling Tool with a Graphically-Oriented User Interface,” Allen P. Nikora, Michael R. Lyu, Thomas M. Antczak, in Proceedings of the 2nd Symposium on Assessment of Quality Software Development Tools (AQSDT1992), pp. 21-31, New Orleans, USA, May 27 - May 29, 1992.
    Paper [SE]

  8. “Assuring Design Diversity in N-Version Software: A Design Paradigm for N-Version Programming,” Michael R. Lyu, Algirdas Avizienis, in Fault-Tolerant Software Systems: Techniques and Applications, pp. 45-54, Published by IEEE Computer Society Press, 1992.
    Paper [SE]

  9. “Applying Reliability Models More Effectively,” Michael R. Lyu, Allen P. Nikora, IEEE Software (SOFTWARE), vol. 9, no. 4, pp. 43-52, 1992.
    Paper [SE]

  10. “Assuring Design Diversity in N-Version Software: A Design Paradigm for N-Version Programming,” Michael R. Lyu, Algirdas Avizienis, in Dependable Computing and Fault-Tolerant Systems, vol. 6, pp. 197-218, Published by Springer, 1992.
    Paper [SE]

1991

  1. “Software Reliability Measurements Through Combination Models: Approaches, Results, and a CASE Tool,” Michael R. Lyu, Allen P. Nikora, in Proceedings of the 15th Annual International Computer Software and Applications Conference (COMPSAC1991), pp. 577-584, Tokyo, Japan, September 11 - September 13, 1991.
    Paper [SE]

  2. “A Heuristic Approach for Software Reliability Prediction: The Equally-Weighted Linear Combination Model,” Michael R. Lyu, Allen P. Nikora, in Proceedings of the 2nd IEEE International Symposium on Software Reliability Engineering (ISSRE1991), pp. 172-181, Austin, USA, May 17 - May 18, 1991.
    Paper [SE]

  3. “Assuring Design Diversity in N-Version Software: A Design Paradigm for N-Version Programming,” Michael R. Lyu, Algirdas Avizienis, in Proceedings of the 2nd IEEE International Working Conference on Dependable Computing for Critical Applications (DCCA1991), pp. 89-98, Tucson, USA, February 18 - February 20, 1991.
    Paper [SE]

  4. “Measuring Reliability of Embedded Software: An Empirical Study with JPL Project Data,” Michael R. Lyu, in Proceedings of the 1991 International Conference on Probabilistic Safety Assessment and Management (PSAM1991), pp. 493-500, Beverly Hills, California, USA, February 4 - February 7, 1991.
    Paper [SE]

1988

  1. “On The Effectiveness of Multiversion Software in Digital Avionics,” Algirdas Avizienis, Michael R. Lyu, in Proceedings of the 8th AIAA/IEEE Digital Avionics Systems Conference (DASC1988), pp. 422-427, San Jose, USA, October 17 - October 20, 1988.
    Paper [SE]

  2. “In Search of Effective Diversity: A Six-Language Study of Fault-Tolerant Flight Control Software,” Algirdas Avizienis, Michael R. Lyu, Werner Schutz, in Proceedings of the 18th International Symposium on Fault-Tolerant Computing (FTCS1988), pp. 15-22, Tokyo, Japan, June 27 - June 30, 1988.
    Paper [SE]

  3. “Design and Evaluation of Fault-Tolerant Multi-Version Software,” Algirdas Avizienis, Michael R. Lyu, in Proceedings of the 1988 Annual National Joint Conference on Software Quality and Reliability (JCSQR1988), Arlington, USA, March, 1988.
    Paper [SE]

  4. “DEDIX 87: A Supervisory System for Design Diversity Experiments at UCLA,” Algirdas Avizienis, Michael R. Lyu, Werner Schuetz, Kam-Sing Tso, Udo Voges, in Software Diversity in Computerized Control Systems, pp. 129-168, Published by Springer, 1988.
    Paper [SE]

1986

  1. “Multi-Version Software Development,” J. P. J. Kelly, Algirdas Avizienis, B. T. Ulery, B. J. Swain, Michael R. Lyu, A. Tai, K. S. Tso, in Proceedings of the 5th IFAC Workshop on Symposium on Safety of Computer Control Systems (SAFECOMP1986), pp. 43-49, Sarlat, France, October 14 - October 17, 1986.
    Paper [SE]

1985

  1. “Software Fault-Tolerance by Design Diversity Dedix: A Tool for Experiments,” Algirdas Avizienis, P. Gunningberg, J. P. J. Kelly, Michael R. Lyu, L. Strigini, P. J. Traverse, K. S. Tso, U. Voges, in Proceedings of the 4th IFAC Workshop on Symposium on Safety of Computer Control Systems (SAFECOMP1985), pp. 173-178, Como, Italy, October 1 - October 3, 1985.
    Paper [SE]