Elamur Research⌕
☰
home / authors / Peilin Zhou

Peilin Zhou

Peilin Zhou has 2 papers in our library, in 2023–2026, most of them on Language models & pretraining; often with Yining Hua, Chengfeng Mao, Fenglin Liu.

2 papers in our library · 2023–2026

OpenAlex · ORCID · h-index 12 · 39 works · 528 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 62 times in our library · ⭐ Paper Stars ranking: #6801

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

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓The Hong Kong University of Science and Technology (Guangzhou)Guangzhou · China2023–2026 · 29 paperscurrent🎓New York University Abu DhabiAbu Dhabi · United Arab Emirates2026 · 5 paperscurrent🎓Peking UniversityBeijing · China2020–2022 · 7 papers🎓Hong Kong University of Science and TechnologyHong Kong · China2023–2024 · 3 papers🎓Zhejiang UniversityHangzhou · China2022 · 2 papers

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 8The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksMedicine · 1 workArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 1 workHealth Informatics · 1 workPsychology · 1 workExperimental and Cognitive Psychology · 1 workSocial Psychology · 1 work

🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work

 Works by year

2020s

20261 paper20231 paper

 Papers

The most cited first (OpenAlex and our library).

  1. A Survey of Large Language Models in Medicine: Progress, Application, and Challenge (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 (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.

Venues

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

 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 →.

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/peilin-zhou/