Hi Welcome!

I will be joining School of Computing and Information Systems, Singapore Management University (SMU) in Spring 2025 as a Tenure-Track Assistant Professor. I am looking for several fully-funded Ph.D. students and RAs to join my group. Prospective students please refer to Openings🔥.

I am a final-year CSE Ph.D. student at the Chinese University of Hong Kong, advised by Prof. Michael R. Lyu. I received my Bachelor's degree from the University of Electronic Science and Technology of China in 2020. My research focuses on intelligent software engineering, which designs NLP applications for software development, testing, and operations. My current research topics involve code generation, program repair, and AIOps.

NEWS

  • [2024/04] I have been invited to serve on the Program Committee for ISSRE 2024 and ICSE 2025. Looking forward to great submissions!
  • [2024/04] The first & most large-scale empirical study about "LLMs for logging" is available online! Check the paper and see how LLMs can be a smart logging assistant 🚀. Thank you all co-authors to make this paper happen!
  • [2024/03] Two papers are accepted by 2024 ISSTA Research Track! (1) Congrats to Zhihan! Check our LogPub (LogHub 2.0) for a large-scale log parsing benchmark; and (2) Special congratulation to Shiwen, who conducted her work in our undergrad summer visiting program. Feel free to reach out to me if you also want to do cool summer research!
  • [2024/01] Two papers about “LLM for log analysis” are accepted by 2024 FSE Research Track (56/483)! Congratulations to Yichen and Zhihan!
  • [2024/01] One paper about "LLM for programming" is accepted by ICSE-LLM4Code.
  • [2023/10] Our paper "DivLog: Log Parsing with Prompt Enhanced In-Context Learning" has been accepted by 2024 ICSE Technical Track.
  • [2023/07] Our paper "AutoLog: A Log Sequence Synthesis Framework for Anomaly Detection" has been accepted by 2023 ASE Research Track.