"client heterogeneity" Papers
5 papers found
Conference
Decentralized Dynamic Cooperation of Personalized Models for Federated Continual Learning
Danni Yang, Zhikang Chen, Sen Cui et al.
NEURIPS 2025oralarXiv:2509.23683
1
citations
FedQS: Optimizing Gradient and Model Aggregation for Semi-Asynchronous Federated Learning
Yunbo Li, Jiaping Gui, Zhihang Deng et al.
NEURIPS 2025arXiv:2510.07664
You Only Communicate Once: One-shot Federated Low-Rank Adaptation of MLLM
Binqian Xu, Haiyang Mei, Zechen Bai et al.
NEURIPS 2025
FedRC: Tackling Diverse Distribution Shifts Challenge in Federated Learning by Robust Clustering
Yongxin Guo, Xiaoying Tang, Tao Lin
ICML 2024arXiv:2301.12379
25
citations
Formal Logic Enabled Personalized Federated Learning through Property Inference
Ziyan An, Taylor Johnson, Meiyi Ma
AAAI 2024paperarXiv:2401.07448
6
citations