Conference
Aug 2026
OIAFed: All-in-One Federated Learning Framework
Tao Chen, Lin-Bo Zhou, Bao-Yu Zhang et al.
· Intelligence and Security In... · 0 citations
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Conference
Open access
Sep 2026
FedUP: Uncertainty-Aware Personalized Federated Learning via Probabilistic Prototypes
FedUP is an uncertainty-aware personalized federated learning framework that models prototypes as probability distributions and aggregates prototype distributions through reliability-informed barycenters on the statistical manifold, suppressing unreliable contributions while preserving geometric structure.
Fu Qi, Weishan Zhang, Ling-Zhao Meng et al.
· Proceedings of the Thirty-Fi... · 0 citations