Exploring Selective Layer Fine-Tuning in Federated Learningby Yuchang Sun, Yuexiang Xie, Bolin Ding, Yaliang Li,…
VFLIP: A Backdoor Defense for Vertical Federated Learning via Identification and Purificationby Yungi Cho, Woorim…
Decentralized Federated Learning with Model Caching on Mobile Agentsby Xiaoyu Wang, Guojun Xiong, Houwei Cao,…
Neighborhood and Global Perturbations Supported SAM in Federated Learning: From Local Tweaks To Global Awarenessby…
FedGlu: A personalized federated learning-based glucose forecasting algorithm for improved performance in glycemic excursion regionsby…
Towards Case-based Interpretability for Medical Federated Learningby Laura Latorre, Liliana Petrychenko, Regina Beets-Tan, Taisiya Kopytova,…
A Web-Based Solution for Federated Learning with LLM-Based Automationby Chamith Mawela, Chaouki Ben Issaid, Mehdi…
Tackling Data Heterogeneity in Federated Learning via Loss Decompositionby Shuang Zeng, Pengxin Guo, Shuai Wang,…
Weight Scope Alignment: A Frustratingly Easy Method for Model Mergingby Yichu Xu, Xin-Chun Li, Le…
RFID based Health Adherence Medicine Case Using Fair Federated Learningby Ali Kamrani khodaei, Sina Hajer…