| Jul 05, 2024 | Our paper titled “TIGER: A Generating-Then-Ranking Framework for Practical Python Type Inference” is accepted by ICSE 2025, Preprint |
| Jul 04, 2024 | Check out our preprint titled “Beyond Functional Correctness: Investigating Coding Style Inconsistencies in Large Language Models”, Preprint |
| Jun 06, 2024 | Check out our preprint titled “STALL+: Boosting LLM-based Repository-level Code Completion with Static Analysis”, Preprint |
| Jun 05, 2024 | Check out our preprint titled “Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG”, Preprint |
| Jun 01, 2024 | I joined the School of Software Engineering at Sun Yat-Sen University as an Associate Professor. |
| May 20, 2024 | One paper titled “Evaluating and Improving ChatGPT for Unit Test Generation” is accepted to FSE 2024. Paper |
| May 15, 2024 | One paper titled “Revisiting The Retrieval-Augmentation Strategy In Code Completion “ got accepted in JSS 2023. Paper |
| Mar 25, 2024 | Check out the ClassEval Leaderboard for evaluating the most recent LLMs on class-level code generation. for evaluating the most recent LLMs on class-level code generation. Feel free to contact us to submit new results. |
| Dec 20, 2023 | Check out our preprint titled “Resolving Crash Bugs via Large Language Models: An Empirical Study”, Preprint |
| Dec 05, 2023 | One paper titled “Evaluating Large Language Models in Class-Level Code Generation” got accepted in ICSE 2024, Paper |
| Dec 04, 2023 | Our work won ACM SIGSOFT Distinguished Paper Award at ESEC/FSE 2023, Paper  |
| Aug 20, 2023 | Check out our manually-crafted benchmark ClassEval for evaluating LLMs on class-level code generation. Any feedback would be appreciated for help us improve the benchmark. GitHub, Preprint |
| Aug 15, 2023 | Check out our preprint for evaluating instruction-tuned LLMs on code comprehension tasks, Preprint |
| Aug 10, 2023 | One paper titled “Recommending Analogical APIs via Knowledge Graph Embedding” got accepted in ESEC/FSE 2023, Paper |
| Aug 05, 2023 | One paper titled “CodeGen4Libs: A Two-stage Approach for Library-oriented Code Generation” got accepted in ASE 2023, Paper, GitHub |
| Jul 20, 2023 | One paper titled “Knowledge Graph based Explainable Question Retrieval for Programming Tasks” got accepted in ICSME 2023, Paper |
| May 20, 2023 | Check out our preprint on ChatGPT-based unit test generation. Preprint |
| May 12, 2023 | One paper titled “Task-Oriented ML/DL Library Recommendation based on a Knowledge Graph” got accepted in TSE 2023 , Paper |
| Mar 20, 2023 | One paper titled “KG4CraSolver: Recommending Crash Solutions via Knowledge Graph” got accepted in ESEC/FSE 2023, Paper |
| Feb 20, 2023 | One paper titled “Research on Knowledge Graph Representation Learning Methods for Link Prediction: A Review” got accepted in JSS 2023. Paper |
| Feb 10, 2023 | One paper titled “XCoS: Explainable Code Search based on Query Scoping and Knowledge Graph” got accepted in TOSEM 2023, Paper |
| Jun 16, 2022 | I joined Fudan University as a Postdoctoral fellow, working with Prof. Xin Peng. |
| Jun 15, 2022 | I received my Ph.D degree from Fudan University. |