Wei Tao

Researcher, LIGHTSPEED

Joined

January 2022

Names

Wei Tao (Preferred)

Emails

****@itaowe.com (Confirmed)

****@fudan.edu.cn (Confirmed)

****@ieee.org (Confirmed)

****@tencent.com (Confirmed)

Personal Links

Career & Education History

Researcher

LIGHTSPEED (tencent.com)

2024 – Present

PhD student

Fudan University (fudan.edu.cn)

2018 – 2024

Advisors, Relations & Conflicts

Coauthor

Yu Cheng

2023 – Present

Coauthor

Yanlin Wang

2020 – Present

Coauthor

Hongyu Zhang

2020 – Present

Coauthor

Yucheng Zhou

2020 – Present

PhD Advisor

Wenqiang Zhang

2020 – 2024

Expertise

multi-model

2024 – Present

software engineering

2020 – Present

natural language generation

2018 – Present

Publications

PlayCoder: Making LLM-Generated GUI Code Playable
Zhiyuan Peng, Wei Tao, Xin Yin, Chenhao Ying, Yuan Luo, Steven Y. Guo
- FSE 2026
- Readers: Everyone
Data Interpreter: An LLM Agent For Data Science
Sirui Hong, Yizhang Lin, Bang Liu, Bangbang Liu, Binhao Wu, Ceyao Zhang, Chenxing Wei, Danyang Li, Jiaqi Chen, Jiayi Zhang, Jinlin Wang, Li Zhang, Lingyao Zhang, Min Yang, Mingchen Zhuge, Taicheng Guo, Tuo Zhou, Wei Tao, Xiangru Tang, Xiangtao Lu et al. (7 additional authors not shown)
- Submitted to ICLR 2025
- Readers: Everyone
MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution
Wei Tao, Yucheng Zhou, Yanlin Wang, Wenqiang Zhang, Hongyu Zhang, Yu Cheng
- NeurIPS 2024 poster
- Readers: Everyone
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
- 2022 (modified: 22 Nov 2022)
- Inf. Fusion 2022
- Readers: Everyone
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
- 2022 (modified: 19 Jan 2023)
- Empir. Softw. Eng. 2022
- Readers: Everyone
RACE: Retrieval-augmented Commit Message Generation
Ensheng Shi, Yanlin Wang, Wei Tao, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun
- Published: 01 Jan 2022, Last Modified: 09 Jun 2023
- EMNLP 2022
- Readers: Everyone
Type-Aware Medical Visual Question Answering
Anda Zhang, Wei Tao, Ziyan Li, Haofen Wang, Wenqiang Zhang
- Published: 01 Jan 2022, Last Modified: 09 Jun 2023
- ICASSP 2022
- Readers: Everyone
Type-Aware Medical Visual Question Answering
Anda Zhang, Wei Tao, Ziyan Li, Haofen Wang, Wenqiang Zhang
- Published: 01 Jan 2022, Last Modified: 09 Jun 2023
- ICASSP 2022
- Readers: Everyone
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
- Published: 01 Jan 2022, Last Modified: 09 Jun 2023
- Inf. Fusion 2022
- Readers: Everyone
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
- Published: 01 Jan 2022, Last Modified: 09 Jun 2023
- Empir. Softw. Eng. 2022
- Readers: Everyone

View all 15 publications

Co-Authors

View all 53 co-authors