Xiuwen Fang

PhD student, School of Computer Science, Wuhan University

Joined

November 2022

Names

Xiuwen Fang (Preferred)

Emails

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

Personal Links

Career & Education History

PhD student

School of Computer Science, Wuhan University (whu.edu.cn)

2023 – 2026

MS student

School of Computer Science, Wuhan University (whu.edu.cn)

2021 – 2023

Advisors, Relations & Conflicts

PhD Advisor

2021 – 2026

Expertise

computer vision

,

federated learning

2021 – Present

Publications

Towards Robust Parameter-Efficient Fine-Tuning for Federated Learning
Xiuwen Fang, Mang Ye
- NeurIPS 2025 poster
- Readers: Everyone
Noise-Robust Federated Learning With Model Heterogeneous Clients
Xiuwen Fang, Mang Ye
- IEEE Trans. Mob. Comput. 2025
- Readers: Everyone
Robust Asymmetric Heterogeneous Federated Learning With Corrupted Clients
Xiuwen Fang, Mang Ye, Bo Du
- IEEE Trans. Pattern Anal. Mach. Intell. 2025
- Readers: Everyone
Image-assisted Label Connective Completion for Vessel Segmentation with Insufficient Annotations
Xiaoqi Zheng, Baoyao Yang, Xiuwen Fang, Wenfang Yao, Mang Ye
- ICASSP 2025
- Readers: Everyone
Heterogeneous Federated Learning: State-of-the-art and Research Challenges
Mang Ye, Xiuwen Fang, Bo Du, Pong C. Yuen, Dacheng Tao
- ACM Comput. Surv. 2024
- Readers: Everyone
Robust Heterogeneous Federated Learning under Data Corruption
Xiuwen Fang, Mang Ye, Xiyuan Yang
- ICCV 2023
- Readers: Everyone
Robust Federated Learning with Noisy and Heterogeneous Clients
Xiuwen Fang, Mang Ye
- 2022 (modified: 04 Nov 2022)
- CVPR 2022
- Readers: Everyone

Co-Authors