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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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Qing-Hua Liu

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Sep 2026

Counterfactual reasoning and causal intervention for multi-modal rumor detection

The effectiveness of the proposed counterfactual and intervention mechanisms for in-domain multi-modal rumor detection, providing methodological support for trustworthy multi-modal information understanding systems is demonstrated.

Qing-Hua Liu, Guo-Yong Cai, Guo-Xin Bi et al. · 0 citations

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