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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

Chao-Ran Feng

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Preprint Aug 2026

ExFold: Unified Expert Folding for Training-Free MoE Prefill-Decode Acceleration

ExFold is proposed, a unified training-free expert-folding framework for jointly accelerating MoE prefill and decode that calibrates a pairwise scalar-projector matrix on unlabeled data and uses it at inference time to fold excluded expert contributions into retained experts.

Jun-Tong Wu, Yi-Fei Liu, Jun-Yi Chen et al. · 2 citations · ⚡2

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