LIU, Jinyang （刘金杨）
1st year Ph.D. Student,
The Chinese University of Hong Kong
Contact Info:
Room 101A, SHB, CUHK, Hong Kong
Email: jyliu@cse.cuhk.edu.hk
Github
Google Scholar
Research Interest:
I am a 1st year Ph.D student at the Chinese University of Hong Kong, under the supervision of Prof. Michael R. Lyu. I got my Bachelor's (2018) and Master's (2020) degree from Sun Yat-Sen University in InPlus Lab, under the supervision of Prof. Zibin ZHENG . My research concerns the AIOps, anomaly detection, log analysis, which aims to provide a more reliable could system. I also did research on recommendation system based on deep learning.
Our project LogPAI provides an end-to-end solution to intelligently manage and analyze logs for modern production systems using machine learning techniques. So far, the project has received 1700+ stars and 700+ forks and the datasets Loghub have been downloaded for more than 13000 times by 370+ organizations. Feel free to contact us if you have any questions.
Publications
Ensembled CTR Prediction via Knowledge Distillation
[pdf]
CCF-B
In Proceedings of the 29th International Conference on Information and Knowledge Management (CIKM 2020), online, Oct 19 - 23, 2020
FuxiCTR: An Open Benchmark for Click-Through Rate Prediction
[arXiv]
In submission
Logzip: Extracting Hidden Structures via Iterative Clustering for Log Compression
[arXiv] [BibTex] [Code]
CCF-A
In Proceedings of the 34th International Conference on Automated Software Engineering (ASE 2019), San Diego, California, United States, Nov 11 - 15, 2019
Tools and Benchmarks for Automated Log Parsing
[arXiv] [BibTex] [Code]
CCF-A
In Proceedings of the 41st International Conference on Software Engineering: Software Engineering in Practice (ICSE 2019), Montréal, QC, Canada, May 25 - 31, 2019
Work Experience
| May 2020 - Present | Huawei Cloud BU@CUHK Lab Research Intern |
| Jan 2018 - Aug 2018 | Huawei 2012 Lab, Reliability Group Research Intern, Mentor: Jieming Zhu |
