Yuxin Su

Ph.D. Candidate

Department of Computer Science and Engineering, The Chinese University of Hong Kong

Email: yxsu@cse.cuhk.edu.hk

About Me

I am a Ph.D. student in the Department of Computer Science and Engineering, The Chinese University of Hong Kong, supervised by Prof. Irwin King and Prof. Michael R. Lyu. I obtained my B.Sc degree from School of Information Science and Technology, Sun Yat-sen University in 2011 and M.Eng degree from School of Aeronautics and Astronautics, Zhejiang University in 2013.

I'm interested in machine learning in the era of Big Data and distributed computing.

Publications

  1. Yuxin Su, Irwin King and Michael R. Lyu, Learning to Rank Using Localized Geometric Mean Metrics. In Proceedings of SIGIR ’17, Tokyo, Japan, August 07-11, 2017 (full paper) pdf
  2. Yuxin Su, Haiqin Yang, Irwin King and Michael R. Lyu, Distributed Information-Theoretic Metric Learning in Apache Spark. 2016 International Joint Conference on Neural Networks (IJCNN), Vancouver, BC, 2016
  3. Haiqin Yang, Guang Ling, Yuxin Su, Michael R. Lyu and Irwin King. Boosting Response Aware Model-Based Collaborative Filtering. IEEE Transactions on Knowledge and Data Engineering, vol.PP, no.99, 2015
  4. Yuxin Su, Haiqin Yang, Michael Lyu, Irwin King. Distributed Non-negative Matrix Factorization with Loose Synchronization. In Proceeding of the WSDM workshop on Scalable Data Analytics. Shanghai, China. Feb 6, 2015
  5. Junjie Hu, Haiqin Yang, Yuxin Su, Michael Lyu, Irwin King. Accelerated Information-Theoretic Metric Learning. In Proceeding of the WSDM workshop on Scalable Data Analytics. Shanghai, China. Feb 6, 2015

Pre-CUHK

  1. Zheming Lu, Yuxin Su, Shize Guo. Deterministic Scale-free Small-world Networks of Arbitrary Order. Physica A, 392, 2013(SCI Index)
  2. Xinfeng Li, Shize Guo, Yuxin Su and Zheming Lu. Synchronizability optimization for the edge iteration based deterministic small-world network with the modified simulated annealing algorithm. Information Technology Journal, 12(2), 2013
  3. Dechen Wang, Guangyu Kang, Xinfeng Li, Zheming Lu and Yuxin Su. Synchronizability optimization for tree-structured deterministic small-world network with modified simulated annealing algorithm. IEEE Proceeding of IMCCC, Harbin. 2012
  4. Yuxin Su and Zheming Lu. Robust DCT-SVD Domain Image Watermarking. Chapter of Steganography and Watermarking. 2012
  5. Zhifang Chen, Yuxin Su and Zheming Lu. Reversible data hiding for BTC-compressed color images using difference expansion. ICIC Express Lett Part B Appl.2(5). 2011
  6. Caihua Li, Zheming Lu and Yuxin Su. Reversible Data Hiding for BTC-Compressed Images Based on Bitplane Flipping and Histogram Shifting of Mean Tables, Information Technology Journal, 10(3), 2011
  7. Zhifang Chen, Zheming Lu and Yuxin Su. High-capacity reversible data hiding scheme for optimal common-bitplane BTC-compressed color images. ICIC Express Lett. 12(5). 2011
  8. Guangyu Kang, Yuxin Su, Shize Guo, Ruixu Guo and Zheming Lu. Steganalysis Using Fractal Block Codes and AP Clustering in Grayscale Images. JEST, 9(4), 2011

Hornors