About Me

I am a first-year Ph.D. student at the College of Computer Science and Artificial Intelligence, Fudan University, where I am co-advised by Prof. Cheng Jin and Prof. Weizhong Zhang. Prior to joining Fudan, I earned my Master’s degree from the School of Computer Engineering and Science at Shanghai University, under the supervision of Prof. Xiaoqiang Li and Prof. Weiqin Tong.

My research focuses on Efficient and Trustworthy Machine Learning (e.g., sample selection, data attribution, and noisy label learning) as well as its applications (e.g., diffusion models). I have published several papers in top-tier conferences, including ICML, NeurIPS, and CVPR. Please feel free to reach out if you are interested in my work or want to collaborate on research projects.

News

2025.12
🏆 Awarded the National Scholarship (Ph.D.) for the 2024-2025 academic year.
2025.05
🎉 One paper accepted by ICML 2025.
2025.04
🏆 Awarded the Outstanding Master's Thesis Award by the Shanghai Computer Society.
2024.12
🎉 One paper accepted by AAAI 2025.

Selected Publications

ICML 2025
Xichen Ye, Yifan Wu, Weizhong Zhang, Cheng Jin, Yifan Chen
AAAI 2025
Xichen Ye, Yifan Wu, Weizhong Zhang, Xiaoqiang Li, Yifan Chen, Cheng Jin
CVPR 2024
Yuanchen Wu, Xichen Ye, Kequan Yang, Jide Li, Xiaoqiang Li
NeurIPS 2023
Xichen Ye, Xiaoqiang Li, Songmin Dai, Tong Liu, Yan Sun, Weiqin Tong

Education

2025.09 - now
Fudan University, Ph.D.
2021.09 - 2024.06
Shanghai University, M.E.
2017.09 - 2021.06
Hangzhou Normal University, B.E.

Internships

2024.09 - 2025.06
Fudan University, Research Assistant

Professional Service

Conference Reviewer
  • ICML (2025)
  • NeurIPS (2024, 2025)
  • ICLR (2025, 2026)
  • CVPR (2024, 2025, 2026)
  • ICCV (2025)
  • AAAI (2025, 2026)
  • AISTATS (2026)
Journal Reviewer
  • Transactions on Machine Learning Research (TMLR)

Honors and Awards

2025.12
National Scholarship (Ph.D.), 2024-2025
2025.04
Outstanding Master's Thesis Award, Shanghai Computer Society
2021.06
Graduation with Distinction, Hangzhou Normal University