招聘:博士后、实习生,欢迎联系
研究方向:软件安全、程序分析与测试、RISC-V软件等

I am interested in testing and analyzing large-scale programs, such as detection of concurrency issues and security bugs. My main works are as follows:

  • AI and AI based Systems
    • Testing Autonomous Driving (ISSTA 2023).
    • TTA (ICML 2024).
    • Rule based bug mining (ICSE 2016b, ESEC/FSE 2018, IEEE TSE 2019).
  • Concurrency
    • General algorithms for detecting concurrency bugs (ACM TOSEM 2023, ESEC/FSE 2021a, ICSE 2023).Deadlock detection, from prediction (ICSE 2020, ICSE 2012, IEEE TSE 2014) to isolation (ASE 2016, TSE 2016, ICSE 2014, IEEE TPDS 2015, PPoPP 2013, ICSE 2012).
  • Security
    • Concurrency vulnerabilities: ICSE 2024, ESEC/FSE 2019, ESEC/FSE 2021b, ISSTA 2021a.
    • Others: SANER 2020, USENIX 2022, IEEE TRel 2022, SOSP 2024.

Service (more)

Recent Publications (more)

  1. Siwei Wei, Xudong Zhang, Zhiyang Zhou, Yan Cai. Extending Test-Time Augmentation with Metamorphic Relations for Combinatorial Problems. ICML’24. 2024.
  2. Yuqi Guo, Shihao Zhu, Yan Cai, Liang He, and Jian Zhang. Reorder Pointer Flow in Sound Concurrency Bug Prediction. ICSE’24. 2024.