--- title: "Mingxi Shang — author profile and papers — Elamur Research" description: "Mingxi Shang: 2 papers on Elamur Research (2026), h-index 0 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/mingxi-shang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/mingxi-shang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Mingxi Shang # Mingxi Shang Mingxi Shang has 2 papers in our library, in 2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Dialogue systems](https://md.research.elamur.ai/free/en/topics/dialogue-systems/); often with [ChunMing Wang](https://md.research.elamur.ai/free/en/authors/chunming-wang/), [Guangya Yu](https://md.research.elamur.ai/free/en/authors/guangya-yu/), [Tong Ruan](https://md.research.elamur.ai/free/en/authors/tong-ruan/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5139807733) · [**h-index 0**](https://openalex.org/authors/A5139807733) · [4 works](https://openalex.org/works?filter=author.id:A5139807733) · [0 citations](https://openalex.org/works?filter=author.id:A5139807733&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/mingxi-shang/#papers) · [⭐ Paper Stars ranking: #13798](https://md.research.elamur.ai/free/en/paper-stars/page/138/#star-13798) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Mingxi+Shang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Mingxi+Shang) · [dblp](https://dblp.org/search?q=Mingxi+Shang) · [ACL Anthology](https://aclanthology.org/search/?q=Mingxi+Shang) ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 9 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Health Informatics · 2 works](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) · [Medicine · 2 works](https://md.research.elamur.ai/free/en/shelves/medicine/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Health Information Management · 1 work](https://md.research.elamur.ai/free/en/shelves/health-professions/health-information-management/) · [Health Professions · 1 work](https://md.research.elamur.ai/free/en/shelves/health-professions/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 2 Research subjects and languages the work is about.[Dialogue systems · 1 work](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/mingxi-shang/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[AIDA-SEAT: Towards Reliable AI Doctor Assistant via State-Evaluation-Action Tree Enhanced LLMs in Online Hospital](https://md.research.elamur.ai/free/en/papers/sun-2026-aida-seat-reliable-ai-doctor/)** *(2026)* Clinical assistants built on LLMs, whether prompted directly or grounded through text or graph retrieval (RAG), mostly receive isolated medical facts. 2. **[Experience is the Teacher: Reusing Atomic Thoughts from LLMs to Improve Medical Dialogue](https://md.research.elamur.ai/free/en/papers/yu-2026-experience-is-teacher-reusing-atomic/)** *(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. ## Co-authors here 7 co-authors with a page, the most papers together first. - [ChunMing Wang](https://md.research.elamur.ai/free/en/authors/chunming-wang/) ×2 - [Guangya Yu](https://md.research.elamur.ai/free/en/authors/guangya-yu/) ×2 - [Tong Ruan](https://md.research.elamur.ai/free/en/authors/tong-ruan/) ×2 - [Weiyan Zhang](https://md.research.elamur.ai/free/en/authors/weiyan-zhang/) ×2 - [Hao He](https://md.research.elamur.ai/free/en/authors/hao-he/) - [Qi Ye](https://md.research.elamur.ai/free/en/authors/qi-ye/) - [Ruihui Hou](https://md.research.elamur.ai/free/en/authors/ruihui-hou/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) Updated 2 November 2026