Cheryl Lee

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cheryllee at link.cuhk.edu.hk

Office: RM 101, SHB

💡 My research interest lies in leveraging AI, including LLMs, to enhance the efficiency and reliability of software development, analysis, and maintenance. In particular:

  • Automated testing, debugging and repairing.
  • Resource allocation and fault diagnosis in cloud computing.

📚 Bio: I’m a 3rd year PhD Computer Science candidate at The Chinese University of Hong Kong (CUHK) advised by Michael R. Lyu. I am fortunate to work with Lingming Zhang at UIUC. Before coming to CUHK, I completed my undergrad at Peking University, majoring in Computer Science and obtained a master’s degree in Operations Research from Cornell Tech. I’ve published 6 papers (4 first-authored) in top conferences ICSE, ASE, and ICDE (CORE A*) .

News

Mar 10, 2024 One first-authored paper is accepted by ICDE2024!
Mar 2, 2024 One second-authored paper is accepted by ISSTA2024!
Jul 18, 2023 One first-authored paper is accepted by ASE2023!
Dec 9, 2022 Two first-authored papers and one third-authored paper are accepted by ICSE2023!

Highlights

  1. ICDE’24
    SPES: Towards Optimizing Performance-Resource Trade-Off for Serverless Functions
    Cheryl Lee, Zhouruixing Zhu, Tianyi Yang, and 3 more authors
    In Proceedings of IEEE 40th International Conference on Data Engineering 2024
  2. ASE’23
    Maat: Performance Metric Anomaly Anticipation for Cloud Services with Conditional Diffusion
    Cheryl Lee, Tianyi Yang, Zhuangbin Chen, and 2 more authors
    In Proceedings of IEEE/ACM 38th International Conference on Automated Software Engineering 2023
  3. ICSE’23
    Eadro: An End-to-End Troubleshooting Framework for Microservices on Multi-source Data
    Cheryl Lee, Tianyi Yang, Zhuangbin Chen, and 2 more authors
    In Proceedings of IEEE 45th International Conference on Software Engineering 2023
  4. ICSE’23
    Heterogeneous Anomaly Detection for Software Systems via Semi-supervised Cross-modal Attention
    Cheryl Lee, Tianyi Yang, Zhuangbin Chen, and 3 more authors
    In Proceedings of IEEE 45th International Conference on Software Engineering 2023