Mingxi Shang

Mingxi Shang has 2 papers in our library, in 2026, most of them on Language models & pretraining, Dialogue systems; often with ChunMing Wang, Guangya Yu, Tong Ruan.

2 papers in our library · 2026

The profile is the library's match of the name; two people with one name are not always told apart.

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Of its works in our library, with the number of works on each.

The most cited first (OpenAlex and our library).

AIDA-SEAT: Towards Reliable AI Doctor Assistant via State-Evaluation-Action Tree Enhanced LLMs in Online Hospital (2026)
Clinical assistants built on LLMs, whether prompted directly or grounded through text or graph retrieval (RAG), mostly receive isolated medical facts.
Experience is the Teacher: Reusing Atomic Thoughts from LLMs to Improve Medical Dialogue (2026)
LLMs used as doctor simulators tend to reason in one of two weak ways. Fixed, expert-written reasoning templates are rigid. Long test-time-scaling chains, as in R1-style models, are wasteful. This paper adapts the idea of reusable "atomic thoughts" (small, composable reasoning units) to medical dialogue.

7 co-authors with a page, the most papers together first.

Where their works here were published, the most works first, with the editions of those that have a page.

Updated 2 November 2026