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Junwei Liu Junwei Liu is currently a PhD student in the School of Computer Science, Fudan University. As a member of CodeWisdom Group, he had the invaluable opportunity to work under the guidance and mentorship of Prof. Xin Peng and Prof. Yiling Lou. His research interests mainly focus on Software Engineering and its synergy with Artificial Intelligence, especially large language models(LLMs). Previously, he obtained his B.S. degree in Software Engineering from Fudan in 2022. |
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🎉 Our latest Agent4SE survey has been released. Star our GitHub Repo to keep up with the updates!
Publications |
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[Preprint]
Large Language Model-Based Agents for Software Engineering: A Survey
Junwei Liu, Kaixin Wang, Yixuan Chen, Xin Peng, Zhenpeng Chen, Lingming Zhang, Yiling Lou |
arXiv
GitHub Repo (Updating) 
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[Preprint]
STALL+: Boosting LLM-based Repository-level Code Completion with Static Analysis
Junwei Liu, Yixuan Chen, Mingwei Liu, Xin Peng, Yiling Lou |
arXiv |
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[Preprint]
Evaluating Instruction-Tuned Large Language Models on Code Comprehension and
Generation
Zhiqiang Yuan, Junwei Liu, Qiancheng Zi, Mingwei Liu, Xin Peng, Yiling Lou |
arXiv |
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[ICSE 2024]
ClassEval: A Manually-Crafted Benchmark for Evaluating LLMs on Class-level Code
Generation
In: proceedings of the 46th International Conference on Software Engineering, to appear, April 2024, Lisbon, Portugal Xueying Du, Mingwei Liu, Kaixin Wang, Hanlin Wang, Junwei Liu, Yixuan Chen, Jiayi Feng, Chaofeng Sha, Xin Peng, Yiling Lou |
arXiv
GitHub Repo⭐ ClassEval Leaderboard |
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[ASE 2023]
Generating Variable Explanations via Zero-shot Prompt Learning
In: proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, to appear, Sept 2023, Kirchberg, Luxembourg Chong Wang, Yiling Lou, Junwei Liu, Xin Peng |
Paper |
Academic Services |
- Publicity Co-chair for LLM4Code 2024
- External Reviewer for ICSE 2024
Invited Talks |
- [Oct. 2024] Quality Intelligence Team, ByteDance: LLM for Software Development and Maintenance (Slides)
- [Sept. 2024] TONGYI Lingma, Aliyun: LLM-based Agents for Software Engineering (Slides)
Honors |
- Outstanding Graduate, Fudan University (2022)
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Last update: Nov. 2, 2024
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