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Preprint Oct 2026

Fu-TCM: a multimodal large language model that learns traditional Chinese medicine diagnostic reasoning

Large language models (LLMs) are advancing in multimodal understanding and reasoning, accelerating medical model development. Traditional Chinese medicine (TCM) uses evidence from the four examinations to determine disease location and nature, differentiate syndromes and guide treatment. This diagnostic process constit...

Jia-Hang Xie, Tong Jin, Ling-Fei Wu et al. · 0 citations
#artificial intelligence Preprint Oct 2026

MemSteer: Turning User Histories into Supervision for Agent Memory Optimization

MemSteer is introduced, which turns unlabeled user histories into question-answer (QA) supervision with supporting evidence for memory-design optimization and develops MemSteer-Opt, which combines QA-based design evaluation with evidence-guided failure diagnosis to revise memory store, retrieval, and context constructi...

Jie Huang, Cui-Ling Lan, Qi-Ze Yu et al. · 0 citations

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