2026
FedSSM: State Space Model-based Proactive Inference for Heterogeneous Multimodal Federated Learning
ICML 2026poster
Multimodal Federated Learning (MMFL) addresses collaborative training across clients with heterogeneous modality configurations, where effective client selection becomes critical under the compounded challenges of modality, distribution, and quantity heterogeneity. Existing selection methods operate…