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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

Yun Zhu

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Conference Open access 2026

COSMOS: Connectivity-Oriented Submodular Maximization for Optimal Subgraph Retrieval

This paper proposes COS-MOS, a unified framework that formalizes evidence retrieval as a constrained submodular maximization problem, and introduces Structure-Aware Contrastive Tuning to align semantic space with KG topology.

Boci Peng, Xiao Liu, Bo-Ren Hu et al. · 0 citations

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