Zixin Zhang
1 indexed paper
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126
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Distributed×1AI×1
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2026
Boosting Multimodal Federated Learning via Chained Modality Optimization
The paper proposes FedMChain, a novel federated learning framework that structures multimodal training into sequential phases to mitigate modality competition and improve model performance while reducing communication overhead.
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Papers
cs.DCcs.AIRecentJun 1, 2026
Boosting Multimodal Federated Learning via Chained Modality Optimization
Zixin Zhang, Fan Qi, Shuai Li, Xiaoshan Yang +1 more
The paper proposes FedMChain, a novel federated learning framework that structures multimodal training into sequential phases to mitigate modality competition and improve model performance while reduc…
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