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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

Weixin Zeng

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Conference Aug 2026

Adaptive Solving with Episodic Memory and Serial Multi-Agent Reasoning

Large language models (LLMs) have demonstrated strong capabilities on complex reasoning tasks. Existing studies mainly enhance the complex reasoning ability of LLMs through chain-of-thought reasoning, tool augmentation, experience knowledge reuse, and multi-agent collaboration. However, existing methods still suffer fr...

Wen-Jing Fan, Ming Zhou, Jia-Xing He et al. · 0 citations
Book Open access Jul 2026

Unified Entity Matching under Scarce Supervision via Meta-Rule Induction and Retrieval

Entity matching is a fundamental task in a wide range of retrieval and knowledge applications, aiming to identify whether two objects correspond to the same real-world entity across heterogeneous sources. Typical variants include entity resolution (ER), entity linking (EL), and entity alignment (EA). While recent unifi...

Ziheng Zhang, Weixin Zeng, Jiuyang Tang et al. · 0 citations

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