2026
GFedCL: Graph-Based Federated Continual Learning with Spatial and Temporal Awareness
ICML 2026poster
Recent years have witnessed a surge of interest in federated learning. In particular, federated continual learning (FCL) emerged as an effective approach that enables clients with evolving, non-storable data to engage in collective learning. Among FCL approaches, replay-based methods excel by mitiga…