Researcher, Microsoft Research
I am a researcher in Microsoft Research Asia, Data Knowledge and Intelligence (DKI) Group. My research focus is Cloud Intelligence/AIOps, which aims to integrate machine learning techniques into systems to optimize the effiency and reliability. I joined MSRA in 2020, shortly after I received the Ph.D. degree from the Chinese University of Hong Kong (CUHK), under the supervision of Prof. Michael R. Lyu. Prior to that, I obtained the Bachelor degree from South China University of Technology in 2016.
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 3,000+ stars and 800+ forks and the datasets Loghub have been downloaded for more than 70,000 times by 370+ organizations. Feel free to contact us if you have any questions.
We are hiring self-motivated interns in various positions (i.e., research/backend/frontend), please drop me an email with your resume if you are interested!
Identifying Impactful Service System Problems via Log Analysis
[PDF] [BibTex] [Code]
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
|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
|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|
|2021||TSE, CSUR, TDSC, TOSEM|
|2020||TSE, CSUR, EMNLP, ACL, AAAI, IJCAI, FSE, DSN|
|2019||TKDE, NIPS, ICML, EMNLP, NAACL, FSE, DSN|
|2018||NIPS, IJCAI, DSN|