--- title: "Jianye Hou — author profile and papers — Elamur Research" description: "Jianye Hou, Chinese University of Hong Kong, Shenzhen: 2 papers on Elamur Research (2024–2026), h-index 1 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/jianye-hou/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jianye-hou/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jianye Hou # Jianye Hou Jianye Hou has 2 papers in our library, in 2024–2026, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Benyou Wang](https://md.research.elamur.ai/free/en/authors/benyou-wang/), [Jikai Wang](https://md.research.elamur.ai/free/en/authors/jikai-wang/), [Juntao Li](https://md.research.elamur.ai/free/en/authors/juntao-li/). 2 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5115705370) · [**h-index 1**](https://openalex.org/authors/A5115705370) · [1 works](https://openalex.org/works?filter=author.id:A5115705370) · [6 citations](https://openalex.org/works?filter=author.id:A5115705370&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/jianye-hou/#papers) · [🔗 Cited 86 times in our library](https://md.research.elamur.ai/free/en/authors/jianye-hou/cited-by/) · [⭐ Paper Stars ranking: #8072](https://md.research.elamur.ai/free/en/paper-stars/page/81/#star-8072) 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=Jianye+Hou) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jianye+Hou) · [dblp](https://dblp.org/search?q=Jianye+Hou) · [ACL Anthology](https://aclanthology.org/search/?q=Jianye+Hou) ## Affiliations [🎓**Chinese University of Hong Kong, Shenzhen** Shenzhen · China 2024 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/chinese-university-of-hong-kong-shenzhen/) 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 7 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Medicine · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/) · [Health Informatics · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) 🧭 Topics 2 Research subjects and languages the work is about.[Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/jianye-hou/year/2026/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/jianye-hou/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs](https://md.research.elamur.ai/free/en/papers/chen-2024-huatuogpt-o1-towards-medical-complex/)** *(2024 · 87 citations)* Work that reproduces OpenAI o1-style reasoning has mostly targeted mathematics. Medicine also needs careful step-by-step reasoning, but a clinical chain of thought is hard to check automatically. The authors address this by building verifiable medical problems. They start from 192K multiple-choice exam questions… 2. **[Efficient Reasoning for LLMs through Speculative Chain-of-Thought](https://md.research.elamur.ai/free/en/papers/wang-2026-efficient-reasoning-llms-through-speculative/)** *(2026 · 6 citations)* Reasoning LLMs such as Deepseek-R1 are slow because large models produce very long chains of thought (CoT). ## Co-authors here 10 co-authors with a page, the most papers together first. - [Benyou Wang](https://md.research.elamur.ai/free/en/authors/benyou-wang/) - [Jikai Wang](https://md.research.elamur.ai/free/en/authors/jikai-wang/) - [Juntao Li](https://md.research.elamur.ai/free/en/authors/juntao-li/) - [Junying Chen](https://md.research.elamur.ai/free/en/authors/junying-chen/) - [Ke Ji](https://md.research.elamur.ai/free/en/authors/ke-ji/) - [Lijun Wu](https://md.research.elamur.ai/free/en/authors/lijun-wu/) - [Min Zhang](https://md.research.elamur.ai/free/en/authors/min-zhang/) - [Wanlong Liu](https://md.research.elamur.ai/free/en/authors/wanlong-liu/) - [Xidong Wang](https://md.research.elamur.ai/free/en/authors/xidong-wang/) - [Zhenyang Cai](https://md.research.elamur.ai/free/en/authors/zhenyang-cai/) ## 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/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ## Cited by Papers of our library cite their works 86 times (of the 149,439 papers whose bibliographies we read); [34 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jianye-hou/cited-by/). Updated 2 November 2026