Yichen Li is a 4th-year CSE Ph.D. student at The Chinese University of Hong Kong, under the supervision of Prof. Michael R. Lyu. Previously, He received Bachelor’s degree in Information Security from Huazhong University of Science and Technology in 2021.

My research interests include LLM for code, program analysis and AIOps. Specifically, I am devoted to improving the quality of system runtime information and utilizing system runtime behaviors for cloud incident management (Dev for Ops with LLMs).

Feel free to drop me an email if you are interested in my research or just want to talk with me πŸ˜†.

πŸ”₯ News

  • [05/2024] I will join the Microsoft Azure Systems Research group as a research intern this summer. Meet me @Redmond!
  • [04/2024] Check the first & most large-scale empirical study LogBench about β€œLLMs for logging” [Paper] [LogBench]!
  • [01/2024] πŸŽ‰ Our SCLogger and LILAC have been accepted without revision by FSE24 (56/483).
  • [01/2024] πŸŽ‰ Our IDECoder has been accepted by ICSE-LLM4Code.
  • [08/2023] πŸŽ‰ Our AutoLog has been accepted by ASE23 (134/629).

πŸ“ Selected Publications

πŸ“– Educations

  • 2021.08 ~ present Ph.D. student, Chinese University of Hong Kong
  • 2017.09 ~ 2021.06 Bachelor degree, Huazhong University of Science and Technology

πŸŽ– Honors and Awards

  • National Scholarship, Ministry of Education of the P.R. China. 2021.
  • National Scholarship, Ministry of Education of the P.R. China. 2020.
  • Star of Tomorrow, Microsoft Research Asia.

πŸƒ Experiences

  • 2024.06 - 2024.09: Research Intern, Microsoft Research. US.
  • 2022.04 - 2022.07: Research Intern, Microsoft Research Asia. China.
  • 2020.11 - 2021.06: Research Intern, Microsoft Research Asia. China.
  • 2020.03 - 2020.05: Research Assistant, NISL@Tsinghua University. China

πŸ’Ό Services

  • Program Committee: ISSRE’24 (Fast Abstract Track), MSR’25 (Junior PC)
  • Reviewer:
    • 2024: ACM Transactions on Software Engineering and Methodology (TOSEM)
    • 2024: IEEE Transactions on Information Forensics & Security (TIFS)
    • 2024: IEEE Internet of Things Journal (IoTJ)
    • 2024: IEEE Transactions on Reliability (TR)
  • Sub-reviewer:
    • 2024: FSE, ISSTA, ISSRE
    • 2023: DSN, FSE, ISSRE, ICPE
    • 2022: FSE, ISSRE
    • 2021: DSN, ICSE