I am a postdoc researcher from Westlake University, working with Prof. Tailin Wu. Previously, I worked at Damo Academy, Alibaba Group. I received my Ph.D. degree in Computer Science and Engineering from Zhejiang University in 2020, advised by Prof. Xiaofei He and Prof. Deng Cai.

Research Interest

My research interest generally focuses on AI for science, which involves leveraging AI tools to tackle scientific and engineering problems. Specifically, I am interested in developing new AI methods for scientific discovery, simulation, as well as design of novel objects. I am also interested in applying these methods across domains like mechanical engineering, aerospace, and materials design.

Recent Publication (*equal contribution)

1. Generative PDE Control
   Long Wei^*, Peiyan Hu^*, Ruiqi Feng^*, Yixuan Du, Tao Zhang, Rui Wang, Yue Wang, Zhi-Ming Ma, Tailin Wu
   ICLR 2024 Workshop on AI4DifferentialEquations In Science (Oral).
   [PDF]

2. Compositional Generative Inverse Design
   Tailin Wu^*, Takashi Maruyama^*, Long Wei^*, Tao Zhang^*, Yilun Du^*, Gianluca Iaccarino, Jure Leskovec
   ICLR 2024 Workshop on AI4DifferentialEquations In Science (Oral).
   International Conference on Learning Representations (ICLR), 2024 (Spotlight).
   [PDF]

3. SIF: Self-inspirited feature learning for person re-identification
   Long Wei, Zhenyong Wei, Zhongming Jin, Zhengxu Yu, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua
   IEEE Transactions on Image Processing, 29, 4942-4951, 2020.
   [PDF]

4. Decouple co-adaptation: Classifier randomization for person re-identification
   Long Wei, Zhenyong Wei, Zhongming Jin, Qianxiao Wei, Jianqiang Huang, Xian-Sheng Hua, Deng Cai, Xiaofei He
   Neurocomputing, 383, 1-9, 2020.

5. Macar: Urban traffic light control via active multi-agent communication and action rectification
   Zhengxu Yu, Shuxian Liang, Long Wei, Zhongming Jin, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua
   Proceedings of the Twenty-Ninth International Conference on International Joint Conferences on Artificial Intelligence, IJCAI 2020.
   [PDF]

6. Progressive Transfer Learning for Person Re-identification
   Zhengxu Yu, Zhongming Jin, Long Wei, Jishun Guo, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua
   Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI 2019.
   [PDF]