Author

Haocheng Liang

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Preprint Jul 2026

FedTaste: Topology-Aware Structural Transfer for Multimodal Federated Learning with Missing Modalities

FedTaste is proposed, a parameter-efficient framework for topology-aware structural transfer in Multimodal Federated Learning with missing modalities that avoids explicit modality imputation while preserving shared semantic structure across clients.

Haocheng Liang, Jie Zhang, H. Ochiai · 0 citations