Jia Li (李佳)
Logo Ph.D. Student
Logo Assistant Professor (Incoming)

I am a final-year Ph.D. Student at the School of Computer Science, Peking University (PKU). My supervisor is Prof. Zhi Jin and Prof. Ge Li. I expect to graduate in July 2025.

I will join the College of AI at Tsinghua University as an assistant professor in August 2025! I am looking for two PhD students to start in September 2026 and intern students. Feel free to email me with your resume attached.

My research directions include:

  • Intelligent Software Engineering (AI for SE), studying how to use AI to improve the efficiency and quality of software engineering, such as code generation, test generation, and code optimization.
  • AI Safety, studying how to improve the robustness of AI systems to malicious attacks, such as poisoning attacks and jailbreak attacks.


News
2025
Congratulation, our two papers are accepted by ACL 2025!
May 16
Our paper Line-level Semantic Structure Learning for Code Vulnerability Detection has been accepted by Internetware 2025.
Apr 16
Our paper Escalating LLM-based Code Translation Benchmarking into the Class-level Era has been accepted by ISSTA 2025.
Mar 02
Our paper Large Language Model-Aware In-Context Learning for Code Generation has been accepted by TOSEM 2025.
Jan 02
Selected Publications (view all )
aiXcoder-7B: A Lightweight and Effective Large Language Model for Code Processing

Siyuan Jiang*, Jia Li*, He Zong, Huanyu Liu, Hao Zhu, Shukai Hu, Erlu Li, Jiazheng Ding, Yu Han, Wei Ning, Ge Li (* equal contribution)

The 47th International Conference on Software Engineering (ICSE 2025 SEIP Track), 2025 CCF-A, Oral

aiXcoder-7B: A Lightweight and Effective Large Language Model for Code Processing

Siyuan Jiang*, Jia Li*, He Zong, Huanyu Liu, Hao Zhu, Shukai Hu, Erlu Li, Jiazheng Ding, Yu Han, Wei Ning, Ge Li (* equal contribution)

The 47th International Conference on Software Engineering (ICSE 2025 SEIP Track), 2025 CCF-A, Oral

EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations

Jia Li, Ge Li, Xuanming Zhang, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li

The 38th Conference on Neural Information Processing Systems (NeurIPS 2024 D&B Track), 2024 CCF-A, Poster

EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations

Jia Li, Ge Li, Xuanming Zhang, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li

The 38th Conference on Neural Information Processing Systems (NeurIPS 2024 D&B Track), 2024 CCF-A, Poster

Structured Chain-of-Thought Prompting for Code Generation

Jia Li, Ge Li, Yongmin Li, Zhi Jin

ACM Transactions on Software Engineering and Methodology (TOSEM), Volume 34, Issue 2, Pages 1-23, 21 January 2025 CCF-A

Structured Chain-of-Thought Prompting for Code Generation

Jia Li, Ge Li, Yongmin Li, Zhi Jin

ACM Transactions on Software Engineering and Methodology (TOSEM), Volume 34, Issue 2, Pages 1-23, 21 January 2025 CCF-A

All publications