Shilin He (何世林)


Researcher, Microsoft Research
Ph.D., The Chinese University of Hong Kong

Contact Info:

Email: shilin.he@microsoft.com
 Github     Google Scholar   

 

Introduction:

I am a researcher at Microsoft Research Asia. I received my Ph.D. degree from the Chinese University of Hong Kong (CUHK) in 2020, under the supervision of Prof. Michael R. Lyu. My research concerns the interpretability-driven intelligent software reliability engineering, including AIOps, log analysis and model interpretability.

I am the maintainer of LogPAI project, which provides an end-to-end solution to intelligently manage and analyze logs for modern software systems using machine learning techniques. So far, the project has received 2100+ stars and 800+ forks and the datasets Loghub have been downloaded for more than 35000 times by 370+ organizations. Feel free to contact us if you have any questions.


News

 

Selected Publications

A Survey on Automated Log Analysis for Reliability Engineering [arXiv] [BibTex]
Shilin He, Pinjia He, Zhuangbin Chen, Tianyi Yang, Yuxin Su, Michael R. Lyu
ACM Computing Survey (CSUR)

Loghub: A Large Collection of System Log Datasets towards Automated Log Analytics [arXiv] [BibTex]
Shilin He, Jieming Zhu, Pinjia He, Michael R. Lyu
Arxiv 2020

Identifying Impactful Service System Problems via Log Analysis [PDF] [BibTex] [Code] 
Shilin He, Qingwei Lin, Jian-Guang Lou, Hongyu Zhang, Michael R. Lyu, Dongmei Zhang
In Proceedings of the 2018 26th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering(ESEC/FSE 2018), Lake Buena Vista, FL, USA, Nov 4 - 9, 2018

Experience Report: System Log Analysis for Anomaly Detection [PDF]  [BibTex] [Code] 
Shilin He, Jieming Zhu, Pinjia He, Michael R. Lyu
In Proceedings of 2016 IEEE 27th International Symposium on Software Reliability Engineering (ISSRE 2016), Ottawa, Canada, Oct 23-27, 2016
Selected as Most Influential Papers   [Link]

Tools and Benchmarks for Automated Log Parsing [arXiv] [BibTex] [Code] 
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 2019), Montréal, QC, Canada, May 25 - 31, 2019

More Publications ...

 

Work Experience


May 2017 - Sept 2017

Microsoft Research Asia, Software Analytics Group

Research Intern, Mentor: Qingwei Lin

Nov 2018 - Jun 2020

Tencent AI Lab, NLP Group

Research Intern, Mentor: Zhaopeng Tu and Xing Wang

 

Teaching Experience


Fall 2016 ELEG4201 - CMOS Integrated Circuits
Spring 2017 CSCI3100 - Software Engineering
Fall 2017 ENGG2020 - Digital Logic and Systems
Spring 2018 CSCI3100 - Software Engineering
Fall 2018 ENGG1110 - Problem Solving by Programming
Spring 2019 CSCI3100 - Software Engineering
Fall 2019 ENGG1110 - Problem Solving by Programming

 

Services

Reviewer or Sub-Reviewer
2020 TSE, CSUR, EMNLP, ACL, AAAI, IJCAI, FSE, DSN
2019 TKDE, NIPS, ICML, EMNLP, NAACL, FSE, DSN
2018 NIPS, IJCAI, DSN
2017 ISSRE, ICDCS

 

Victoria Harbour, Hong Kong, China