Welcome to my academic page :)
Hello
I received my Ph.D. degree from Fudan University under the supervision of Prof. Wenqiang Zhang. I am very fortunate to collaborate on research with Dr. Yanlin Wang, Prof. Hongyu Zhang and Prof. Yu Cheng. Before going to Fudan, I received the B.S. degree in computer science from East China Normal University.
My research interests include Intelligent Software Evolution and LLM-based Agent. The intersection of LLM and software engineering is my favorite area of research lately.
Publications 📝
†: Co-authors, ✉: Corresponding authors.
SWE Data Construction, Automatically!
Lianghong Guo, Yanlin Wang✉, Caihua Li, Wei Tao✉, Pengyu Yang, Jiachi Chen, Haoyu Song, Duyu Tang, Zibin Zheng
ACM International Conference on the Foundations of Software Engineering (FSE) , 2026
[pdf] [code] [data & models]
C3: A Bilingual Benchmark for Spoken Dialogue Models Exploring Challenges in Complex Conversations
Chengqian Ma†, Wei Tao†, Yiwen Guo✉
Empirical Methods in Natural Language Processing (EMNLP), 2025
OmniGIRL: A Multilingual and Multimodal Benchmark for GitHub Issue Resolution
Lianghong Guo, Wei Tao, Runhan Jiang, Yanlin Wang✉, Jiachi Chen, Xilin Liu, Yuchi Ma, Mingzhi Mao, Hongyu Zhang, Zibin Zheng
ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution
Wei Tao, Yucheng Zhou, Yanlin Wang, Wenqiang Zhang✉, Hongyu Zhang, Yu Cheng✉
Advances in Neural Information Processing Systems (NeurIPS), 2024
KADEL: Knowledge-Aware Denoising Learning for Commit Message Generation
Wei Tao, Yucheng Zhou, Yanlin Wang✉, Hongyu Zhang, Haofen Wang, Wenqiang Zhang✉
ACM Transactions on Software Engineering and Methodology (TOSEM), 2024
A Large-Scale Empirical Study of Commit Message Generation: Models, Datasets and Evaluation
Wei Tao, Yanlin Wang✉, Ensheng Shi, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Wenqiang Zhang
Empirical Software Engineering (EMSE), 2022
A Systematic Review on Affective Computing: Emotion Models, Databases, and Recent Advances
Yan Wang, Wei Song, Wei Tao, Antonio Liotta, Dawei Yang, Xinlei Li, Shuyong Gao, Yixuan Sun, Weifeng Ge, Wei Zhang, Wenqiang Zhang✉
Information Fusion, 2022 (2024 INFFUS Best Survey Award)
[pdf]
On the Evaluation of Commit Message Generation Models: An Experimental Study
Wei Tao, Yanlin Wang✉, Ensheng Shi, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Wenqiang Zhang
IEEE International Conference on Software Maintenance and Evolution (ICSME), 2021
Experiences 💼
- 2024.08- now Senior Researcher at Tencent(Project UP, 青云计划)
- 2023.08-2024.06 Research Intern at Shanghai Artificial Intelligence Laboratory
- 2020.11-2021.07 Research Intern at Microsoft Research Asia
Services 🖊
- Reviewer / PC: NeurIPS, TSE, TOSEM, ACL, EMNLP, IJCAI, etc.
Selected Awards ✨
- Outstanding Graduate of Shanghai, in 2024
- Stars of Tomorrow (Award of Excellent Intern) at MSRA, in 2021
- 1st Class Scholarship at Fudan Univ., in 2019, 2020, 2021, 2022
- Excellent Student Cadre at Fudan Univ., in 2020
- Outstanding League Cadres at Fudan Univ., in 2020
- Merit Student at Fudan Univ., in 2019
- Outstanding Graduates at ECNU, in 2018
- 2nd National Prize at Chinese Undergraduate Computer Design Competition, in 2018
- Outstanding Volunteer at ECNU, in 2015
- Outstanding League Member by Communist Youth League Anhui Provincial Committee, in 2014