Guangyu Sun

According to our database, Guangyu Sun authored at least 5 papers between 2022 and 2025.

Collaborative distances:

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

2025

Navigating Heterogeneity and Privacy in One-Shot Federated Learning with Diffusion Models.

Matías Mendieta, Guangyu Sun, Chen Chen

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

2024

Towards Multi-modal Transformers in Federated Learning.

Guangyu Sun, Matías Mendieta, Aritra Dutta, Xin Li, Chen Chen

Proceedings of the Computer Vision - ECCV 2024, 2024

Exploring Parameter-Efficient Fine-Tuning to Enable Foundation Models in Federated Learning.

Guangyu Sun, Umar Khalid, Matías Mendieta, Pu Wang, Chen Chen

Proceedings of the IEEE International Conference on Big Data, 2024

2023

FedPerfix: Towards Partial Model Personalization of Vision Transformers in Federated Learning.

Guangyu Sun, Matías Mendieta, Jun Luo, Shandong Wu, Chen Chen

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

2022

Exploring Parameter-Efficient Fine-tuning for Improving Communication Efficiency in Federated Learning.

Guangyu Sun, Matías Mendieta, Taojiannan Yang, Chen Chen

CoRR, 2022