--- title: "Peilin Zhou — author profile and papers — Elamur Research" description: "Peilin Zhou, New York University Abu Dhabi: 2 papers on Elamur Research (2023–2026), h-index 12 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/peilin-zhou/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/peilin-zhou/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Peilin Zhou # Peilin Zhou Peilin Zhou has 2 papers in our library, in 2023–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Yining Hua](https://md.research.elamur.ai/free/en/authors/yining-hua/), [Chengfeng Mao](https://md.research.elamur.ai/free/en/authors/chengfeng-mao/), [Fenglin Liu](https://md.research.elamur.ai/free/en/authors/fenglin-liu/). 2 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5116559848) · [ORCID](https://orcid.org/0000-0001-6763-5236) · [**h-index 12**](https://openalex.org/authors/A5116559848) · [39 works](https://openalex.org/works?filter=author.id:A5116559848) · [528 citations](https://openalex.org/works?filter=author.id:A5116559848&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/peilin-zhou/#papers) · [🔗 Cited 62 times in our library](https://md.research.elamur.ai/free/en/authors/peilin-zhou/cited-by/) · [⭐ Paper Stars ranking: #6801](https://md.research.elamur.ai/free/en/paper-stars/page/69/#star-6801) 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=Peilin+Zhou) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Peilin+Zhou) · [dblp](https://dblp.org/search?q=Peilin+Zhou) · [ACL Anthology](https://aclanthology.org/search/?q=Peilin+Zhou) ## Affiliations [🎓**The Hong Kong University of Science and Technology (Guangzhou)** Guangzhou · China 2023–2026 · 29 papers*current*](https://md.research.elamur.ai/free/en/universities/the-hong-kong-university-of-science-and-technology-guangzhou/) · [🎓**New York University Abu Dhabi** Abu Dhabi · United Arab Emirates 2026 · 5 papers*current*](https://md.research.elamur.ai/free/en/universities/new-york-university-abu-dhabi/) · [🎓**Peking University** Beijing · China 2020–2022 · 7 papers](https://md.research.elamur.ai/free/en/universities/peking-university/) · [🎓**Hong Kong University of Science and Technology** Hong Kong · China 2023–2024 · 3 papers](https://md.research.elamur.ai/free/en/universities/hong-kong-university-of-science-and-technology/) · [🎓**Zhejiang University** Hangzhou · China 2022 · 2 papers](https://md.research.elamur.ai/free/en/universities/zhejiang-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 8 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Medicine · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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/) · [Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Experimental and Cognitive Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/experimental-and-cognitive-psychology/) · [Social Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/social-psychology/) 🧭 Topics 1 Research subjects and languages the work is about.[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/peilin-zhou/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/peilin-zhou/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[A Survey of Large Language Models in Medicine: Progress, Application, and Challenge](https://md.research.elamur.ai/free/en/papers/zhou-2023-survey-large-language-models-medicine/)** *(2023 · 87 citations)* This survey maps how large language models are being adapted to medicine. It covers how they are built, how well they perform, and what blocks their clinical use. Earlier reviews mostly described ChatGPT-style applications through small case studies. They offered little guidance on constructing medical models or… 2. **[You Never Know a Person, You Only Know Their Defenses: Detecting Levels of Psychological Defense Mechanisms in Supportive Conversations](https://md.research.elamur.ai/free/en/papers/na-2026-you-never-know-person-you/)** *(2026 · 15 citations)* Psychological defenses are mostly automatic coping strategies. They shape what help seekers reveal and whether they accept or push back against support. Emotional support dialogue systems do not model them, and no public conversational dataset has been annotated with them. The authors address this gap with… ## Co-authors here 12 of 13 co-authors with a page, the most papers together first. - [Yining Hua](https://md.research.elamur.ai/free/en/authors/yining-hua/) ×2 - [Chengfeng Mao](https://md.research.elamur.ai/free/en/authors/chengfeng-mao/) - [Fenglin Liu](https://md.research.elamur.ai/free/en/authors/fenglin-liu/) - [Hongbin Na](https://md.research.elamur.ai/free/en/authors/hongbin-na/) - [Jinfa Huang](https://md.research.elamur.ai/free/en/authors/jinfa-huang/) - [John Torous](https://md.research.elamur.ai/free/en/authors/john-torous/) - [Ling Chen](https://md.research.elamur.ai/free/en/authors/ling-chen/) - [Shaoxiong Ji](https://md.research.elamur.ai/free/en/authors/shaoxiong-ji/) - [Tao Shen](https://md.research.elamur.ai/free/en/authors/tao-shen/) - [Wei Wang](https://md.research.elamur.ai/free/en/authors/wei-wang/) - [Xinyu Zou](https://md.research.elamur.ai/free/en/authors/xinyu-zou/) - [Zhaoming Chen](https://md.research.elamur.ai/free/en/authors/zhaoming-chen/) ## 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 62 times (of the 149,439 papers whose bibliographies we read); [17 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/peilin-zhou/cited-by/). Updated 30 October 2026