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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Shanshan Feng

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Book Open access Aug 2026

LAUA: Handling Missing Modalities and Unpaired Data in Multimodal Federated Learning

Experiments show that LAUA substantially mitigates performance degradation under modality missingness across retrieval and regression tasks, attaining up to 20% relative improvement in MRR for retrieval and up to 24.3% relative improvement in MSE for regression.

Yi Wei, Xiaokai Zhou, Shanshan Feng et al. · 0 citations