Yingqi Liu

Towards the Flatter Landscape and Better Generalization in Federated Learning under Client-level Differential Privacy

Yi Shi, Dacheng Tao, Li Shen, 2023, ArXiv.

Make Landscape Flatter in Differentially Private Federated Learning

Yi Shi, Dacheng Tao, Li Shen, 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Towards the Flatter Landscape and Better Generalization in Federated Learning under Client-level Differential Privacy

Yi Shi, Dacheng Tao, Li Shen, 2023, arXiv.org.

Towards More Suitable Personalization in Federated Learning via Decentralized Partial Model Training

Dacheng Tao, Yi Shi, Yan Sun, 2023, ArXiv.