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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

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Xue-Kai Jiang

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Preprint Sep 2026

SWAP: A Scalable, Warm-Startable, Anytime Permutation Solver for Optimal Transport

Large-scale and high-dimensional discrete optimal transport often involves a tension between scalability and exact assignment feasibility: many scalable approaches optimize relaxed, factorized, or sparse transport plans rather than maintaining a one-to-one assignment throughout optimization. We introduce SWAP, an itera...

Xue-Kai Jiang, Zheng'ao Liu, Ling-Yun Qiu et al. · 0 citations

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