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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

Jia-Jie Su

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#natural language process... Preprint Sep 2026

MAS-OPD: On-Policy Distillation for Multi-agent Systems

MAS-OPD is presented, where Role-Advantage Specialization defines the role advantage as the difference between the teacher signals under target and non-target role conditions, and Privileged Attribution for Coordination attributes an interaction conflict to its source and supplies it to the teacher alone as privileged...

Qi-Yong Zhong, Mao Zheng, Ming-Yang Song et al. · 0 citations
Book Open access Jul 2026

Sharpness-aware Model Merging with Salience Recovery for LLM-based Cross-Domain Sequential Recommendation

The proposed SharpRec, Sharpness-aware Model Merging with Salience Recovery for LLM-based CDSR, a framework designed to lift the performance upper bound of merged models, outperforms state-of-the-art baselines.

Hu-Wei Ji, Jia-Jie Su, Yu-Yuan Li et al. · 1 citation

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