My name is Wei Dai (戴威), I’m a 4th-year undergraduate student at the School of Communication Engineering, Xidian University, supervised by Yanbiao Ma. Meanwhile, I’m a 4th-year undergraduate student at the School of Electronic Engineering, Heriot-Watt University, supervised by João Mota. Furthermore, I am a direct PhD student of the 2026 cohort at Tsinghua University,supervised by Shao-lun Huang.
🌟 Newest update:
(1) I am currently interning at Tsinghua TBSI, focusing on efficient transfer learning(4LLM). I look forward to sharing new research findings soon.
(2) I am completing my graduation project for Federated Graph Learning under the guidance of João Mota, who is a patient and nice teacher.
(3) Plan some interesting entrepreneurial projects with some passionate partners (4MultiAgent).
🔎 Research
“The laws of the physical world serve as the fundamental driving force behind the advancement of artificial intelligence”
I am passionate about using physical Laws to explain principle in the world. Currently, my research interests mainly focus on the following aspects:
a) Multimodal Large Model
b) Transfer Learning
c) Trustworthy Machine Learning
🔥 News
- 2026.2: 🚀 One paper is accepted by TPAMI.
- 2026.2: 🚀 One paper is accepted by ICLR.
- 2025.12: ✨ I serve as a reviewer for ICLR 2026.
- 2025.3: 🚀 One paper is accepted by AAAI. See you in Singapore.
- 2025.3: 🌐 2025CVPR_GGEUR Code is publicly available! Office-Home-LDS Dataset is publicly available!
- 2025.3: 🚀 One paper is accepted by CVPR(5/5/5/4) Oral. See you in Tennessee.
- 2025.2: 🚀 One paper is accepted by ICLR. See you in Singapore.
- 2024.12: ✨ I serve as a reviewer for CVPR 2025.
- 2024.10: 🎈 I was honored with a scholarship from Xidian University.
📃 Publications
† Equal Contribution
- Geometric Knowledge-Guided Localized Global Distribution Alignment for Federated Learning [Github] [Dataset]
- Yanbiao Ma†, Wei Dai† (co-first), Wenke Huang, Jiayi Chen
- Conference on Computer Vision and Pattern Recognition (CCF-A CVPR), Oral Presentation (Top 0.5%), 2025
- Calibrating Biased Distribution in VFM-derived Latent Space via Cross-Domain Geometric Consistency [Github]
- Yanbiao Ma, Wei Dai, Bowei Liu, Jiayi Chen, Wenke Huang, Guancheng Wan, Zhiwu Lu, Junchi Yan
- IEEE Transactions on Pattern Analysis and Machine Intelligence (CCF-A TPAMI), 2026
- Pursuing Better Decision Boundaries for Long-Tailed Object Detection via Category Information Amount
- Yanbiao Ma, Wei Dai, Jiayi Chen
- International Conference on Learning Representations (Tsinghua-A ICLR), 2025
- Compositional Attribute Imbalance in Vision Datasets
- Yanbiao Ma†, Jiayi Chen†, Wei Dai, Dong Zhao, Zeyu Zhang, Yuting Yang, Bowei Liu, Jiaxuan Zhao, Andi Zhang
- AAAI Conference on Artificial Intelligence (CCF-A AAAI), 2025
🎖 Awards
- ✨✨✨ Academician Duan Baoyan's Science and Education Innovation Award.
- ✨✨✨ Xidian University scholarship.
🎡 Service
Conference Committee Member
- Reviewer for ICLR’2026
- Reviewer for ICML’2026
- Reviewer for ICLR’2025
- Reviewer for CVPR’2025
Journal Reviewer
- Reviewer for IEEE Access
📖 Educations
- 2026.06 - Now, Phd, Tsinghua Shenzhen International Graduate School, Tsinghua University, China
- 2022.09 - 2026.06, Undergraduate, School of Communication Engineering, Xidian University, China (GPA:3.9/4.0, Weighted Average scorc:91/100)
- 2022.09 - 2026.06, Undergraduate, School of Engineering and Physical Sciences, Heriot-Watt University, UK