most citedDual Defense: Enhancing Privacy and Mitigating Poisoning Attacks in Federated Learning

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cs.LG2026

Fed-GAME: Personalized Federated Learning with Graph Attention Mixture-of-Experts For Time-Series Forecasting

Yi Li, Han Liu, Mingfeng Fan +3

Federated learning (FL) on graphs shows promise for distributed time-series forecasting. Yet, existing methods rely on static topologies and struggle with client heterogeneity. We…