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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

Xin Cao

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Book Open access Aug 2026

Conflicting Node Discrimination Graph Neural Network for Semi-supervised Node Classification

Graph Neural Networks (GNNs) have exhibited extraordinary performance in data mining. The success depends on the message passing mechanism, which is consistent with the homophily assumption that adjacent nodes share similar behaviors. However, the connected nodes in real-world graphs often show dissimilar behaviors, wh...

Wenjun Wang, Xin Cao, Yawen Li et al. · 0 citations

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