Xiuwen Fang

According to our database, Xiuwen Fang authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Noise-Robust Federated Learning With Model Heterogeneous Clients.

Xiuwen Fang, Mang Ye

IEEE Trans. Mob. Comput., May, 2025

Robust Asymmetric Heterogeneous Federated Learning With Corrupted Clients.

Xiuwen Fang, Mang Ye, Bo Du

IEEE Trans. Pattern Anal. Mach. Intell., April, 2025

Towards Robust Parameter-Efficient Fine-Tuning for Federated Learning.

Xiuwen Fang, Mang Ye

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Image-assisted Label Connective Completion for Vessel Segmentation with Insufficient Annotations.

Xiaoqi Zheng, Baoyao Yang, Xiuwen Fang, Wenfang Yao, Mang Ye

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Heterogeneous Federated Learning: State-of-the-art and Research Challenges.

Mang Ye, Xiuwen Fang, Bo Du, Pong C. Yuen, Dacheng Tao

ACM Comput. Surv., March, 2024

2023

Robust Heterogeneous Federated Learning under Data Corruption.

Xiuwen Fang, Mang Ye, Xiyuan Yang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Robust Federated Learning with Noisy and Heterogeneous Clients.

Xiuwen Fang, Mang Ye

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022