Apr 20, 2024 | ChatTester (LLM-based Unit Test Generation) is accepted to FSE 2024. Preprint |
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. |