--- title: "Ruihui Hou — author profile and papers — Elamur Research" description: "Ruihui Hou, East China University of Science and Technology: 2 papers on Elamur Research (2026), h-index 2 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/ruihui-hou/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/ruihui-hou/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Ruihui Hou # Ruihui Hou Ruihui Hou 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 [Tong Ruan](https://md.research.elamur.ai/free/en/authors/tong-ruan/), [ChunMing Wang](https://md.research.elamur.ai/free/en/authors/chunming-wang/), [Guangya Yu](https://md.research.elamur.ai/free/en/authors/guangya-yu/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5077626602) · [ORCID](https://orcid.org/0009-0009-7435-9108) · [**h-index 2**](https://openalex.org/authors/A5077626602) · [22 works](https://openalex.org/works?filter=author.id:A5077626602) · [21 citations](https://openalex.org/works?filter=author.id:A5077626602&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/ruihui-hou/#papers) · [⭐ Paper Stars ranking: #13879](https://md.research.elamur.ai/free/en/paper-stars/page/139/#star-13879) 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=Ruihui+Hou) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Ruihui+Hou) · [dblp](https://dblp.org/search?q=Ruihui+Hou) · [ACL Anthology](https://aclanthology.org/search/?q=Ruihui+Hou) ## Affiliations [🎓**East China University of Science and Technology** Shanghai · China 2024–2026 · 16 papers*current*](https://md.research.elamur.ai/free/en/universities/east-china-university-of-science-and-technology/) · [🎓**Henan University** Kaifeng · China 2020–2022 · 3 papers](https://md.research.elamur.ai/free/en/universities/henan-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 12 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Chemistry · 1 work](https://md.research.elamur.ai/free/en/shelves/chemistry/) · [Computational Theory and Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computational-theory-and-mathematics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Health Informatics · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Materials Chemistry · 1 work](https://md.research.elamur.ai/free/en/shelves/materials-science/materials-chemistry/) · [Materials Science · 1 work](https://md.research.elamur.ai/free/en/shelves/materials-science/) · [Medicine · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/) · [Physical and Theoretical Chemistry · 1 work](https://md.research.elamur.ai/free/en/shelves/chemistry/physical-and-theoretical-chemistry/) 🧭 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/ruihui-hou/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[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. 2. **[MCLE-Mol: Empowering LLM with Molecular Comprehension and Low-Cost Continual Evolution for Interpretable Property Prediction](https://md.research.elamur.ai/free/en/papers/pu-2026-mcle-mol-empowering-llm-molecular/)** *(2026)* Large language models could make molecular property prediction (MPP) explainable. However, they have trouble connecting molecular structure to activity. Earlier methods that supply structural hints also tend to treat chance co-occurrences in training data as chemical laws. MCLE-Mol addresses this with a framework… ## Co-authors here 8 co-authors with a page, the most papers together first. - [Tong Ruan](https://md.research.elamur.ai/free/en/authors/tong-ruan/) ×2 - [ChunMing Wang](https://md.research.elamur.ai/free/en/authors/chunming-wang/) - [Guangya Yu](https://md.research.elamur.ai/free/en/authors/guangya-yu/) - [Mingxi Shang](https://md.research.elamur.ai/free/en/authors/mingxi-shang/) - [Qi Ye](https://md.research.elamur.ai/free/en/authors/qi-ye/) - [Weiyan Zhang](https://md.research.elamur.ai/free/en/authors/weiyan-zhang/) - [Yongqi Fan](https://md.research.elamur.ai/free/en/authors/yongqi-fan/) - [Yun Tang](https://md.research.elamur.ai/free/en/authors/yun-tang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/) ×2: [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ×2 Updated 2 November 2026