Author

Feng-Qi Li

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Oct 2026

KGR-MAS: Knowledge Graph-Enhanced Multi-Agent LLM Framework for Evidence-Based Medical Diagnosis and Clinical Decision Support.

KGR-MAS provides interpretable, accurate, and clinically grounded diagnostic reasoning, highlighting its potential as a next-generation AI assistant for medical decision-making.

Li Yin, Xue-Feng Du, Yan-Qi Cheng et al. · IEEE journal of biomedical a... · 0 citations

Conference Open access Sep 2026

EVA-Gen: When Perception Learns from Value via Generative Models in Decentralized Multi-Agent Systems

This work proposes EVA-Gen (Epistemic Value Alignment via Generative Models) that establishes a cybernetic loop between generative perception and value based decision making, and forms the Value Conditioned Reconstruction Paradigm, establishing that optimal perception under resource constraints is functionally weighted...

Yu-Duo Zheng, Xue-Feng Du, Yan-Qi Cheng et al. · Proceedings of the Thirty-Fi... · 0 citations