Author

Zhao-Han Meng

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Triplet-Structured Knowledge Integration for Interactive Medical Question Answering

TriMediQ is proposed, a triplet-structured approach that converts patient responses into triplets, aggregates them into a patient-specific knowledge graph, and injects structured representations into a doctor agent via a trainable projection module, demonstrating that structured knowledge representations provide an eff...

Zhao-Han Meng, Zaiqiao Meng, Siwei Liu et al. · 0 citations

Preprint Aug 2026

SSE-Bio: A Structured Self-Evolving Agent with Agentic Retrieval Policy for Multi-Hop Biomedical Reasoning

This work proposes SSE-Bio, a structured self-evolving agent with an agentic retrieval policy for multi-hop biomedical reasoning, which maintains a structured state, selectively retrieves knowledge triplets and prior templates through a trainable proxy policy, and improves its reasoning memory through fine-grained temp...

Zhao-Han Meng, Zaiqiao Meng, Siwei Liu et al. · 0 citations