Shangchao Su

According to our database, Shangchao Su authored at least 14 papers between 2022 and 2025.

Collaborative distances:

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

2025

Towards Instance-wise Personalized Federated Learning via Semi-Implicit Bayesian Prompt Tuning.

Tiandi Ye, Wenyan Liu, Kai Yao, Lichun Li, Shangchao Su, Cen Chen, Xiang Li, Shan Yin, Ming Gao

CoRR, August, 2025

One-Shot Heterogeneous Federated Learning with Local Model-Guided Diffusion Models.

Mingzhao Yang, Shangchao Su, Bin Li, Xiangyang Xue

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Towards Instance-wise Personalized Federated Learning via Semi-Implicit Bayesian Prompt Tuning.

Tiandi Ye, Wenyan Liu, Kai Yao, Lichun Li, Shangchao Su, Cen Chen, Xiang Li, Shan Yin, Ming Gao

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

2024

FedDEO: Description-Enhanced One-Shot Federated Learning with Diffusion Models.

Mingzhao Yang, Shangchao Su, Bin Li, Xiangyang Xue

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

FedRA: A Random Allocation Strategy for Federated Tuning to Unleash the Power of Heterogeneous Clients.

Shangchao Su, Bin Li, Xiangyang Xue

Proceedings of the Computer Vision - ECCV 2024, 2024

Exploring One-Shot Semi-supervised Federated Learning with Pre-trained Diffusion Models.

Mingzhao Yang, Shangchao Su, Bin Li, Xiangyang Xue

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Federated Adaptive Prompt Tuning for Multi-Domain Collaborative Learning.

Shangchao Su, Mingzhao Yang, Bin Li, Xiangyang Xue

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

One-shot Federated Learning without server-side training.

Shangchao Su, Bin Li, Xiangyang Xue

Neural Networks, July, 2023

One-Shot Federated Learning with Classifier-Guided Diffusion Models.

Mingzhao Yang, Shangchao Su, Bin Li, Xiangyang Xue

CoRR, 2023

Privacy-Preserving Collaborative Chinese Text Recognition with Federated Learning.

Shangchao Su, Haiyang Yu, Bin Li, Xiangyang Xue

CoRR, 2023

Exploring One-shot Semi-supervised Federated Learning with A Pre-trained Diffusion Model.

Mingzhao Yang, Shangchao Su, Bin Li, Xiangyang Xue

CoRR, 2023

Cross-domain Federated Object Detection.

Shangchao Su, Bin Li, Chengzhi Zhang, Mingzhao Yang, Xiangyang Xue

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

2022

Cross-domain Federated Adaptive Prompt Tuning for CLIP.

Shangchao Su, Mingzhao Yang, Bin Li, Xiangyang Xue

CoRR, 2022

Domain Discrepancy Aware Distillation for Model Aggregation in Federated Learning.

Shangchao Su, Bin Li, Xiangyang Xue

CoRR, 2022