--- title: "Yining Hua · Harvard University — author profile and papers" description: "Yining Hua, Harvard University: 3 papers on Elamur Research (2023–2026), h-index 10 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/yining-hua/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/yining-hua/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Yining Hua # Yining Hua Yining Hua has 3 papers in our library, in 2023–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Hongbin Na](https://md.research.elamur.ai/free/en/authors/hongbin-na/), [John Torous](https://md.research.elamur.ai/free/en/authors/john-torous/), [Ling Chen](https://md.research.elamur.ai/free/en/authors/ling-chen/). 3 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5090235962) · [ORCID](https://orcid.org/0000-0002-3377-6943) · [**h-index 10**](https://openalex.org/authors/A5090235962) · [31 works](https://openalex.org/works?filter=author.id:A5090235962) · [987 citations](https://openalex.org/works?filter=author.id:A5090235962&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/yining-hua/#papers) · [🔗 Cited 75 times in our library](https://md.research.elamur.ai/free/en/authors/yining-hua/cited-by/) · [⭐ Paper Stars ranking: #6621](https://md.research.elamur.ai/free/en/paper-stars/page/67/#star-6621) 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=Yining+Hua) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Yining+Hua) · [dblp](https://dblp.org/search?q=Yining+Hua) · [ACL Anthology](https://aclanthology.org/search/?q=Yining+Hua) ## Affiliations [🎓**Harvard University** Cambridge · United States 2024–2026 · 16 papers*current*](https://md.research.elamur.ai/free/en/universities/harvard-university/) · [🎓**University of Aberdeen** Aberdeen · United Kingdom 2023–2026 · 5 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-aberdeen/) · [🏥**Beth Israel Deaconess Medical Center** Boston · United States 2024–2025 · 4 papers](https://md.research.elamur.ai/free/en/hospitals/beth-israel-deaconess-medical-center/) · [🎓**Loughborough University** Loughborough · United Kingdom 2018–2020 · 3 papers](https://md.research.elamur.ai/free/en/universities/loughborough-university/) · [🎓**University of Roehampton** London · United Kingdom 2021 · 2 papers](https://ror.org/043071f54) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 3 more institutions on single bylines are not listed. ## 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 · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Medicine · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/) · [Psychology · 2 works](https://md.research.elamur.ai/free/en/shelves/psychology/) · [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/) · [Experimental and Cognitive Psychology · 2 works](https://md.research.elamur.ai/free/en/shelves/psychology/experimental-and-cognitive-psychology/) · [Social Psychology · 2 works](https://md.research.elamur.ai/free/en/shelves/psychology/social-psychology/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/yining-hua/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/yining-hua/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… 3. **[Overview of the PsyDefDetect Shared Task at BioNLP 2026: Detecting Levels of Psychological Defense Mechanisms in Supportive Conversations](https://md.research.elamur.ai/free/en/papers/na-2026-overview-psydefdetect-shared-task-bionlp/)** *(2026 · 13 citations)* Emotional support dialogue systems have mostly modeled empathy, supporter strategies and affect. They have largely ignored how help-seekers' words reveal psychological defenses, which shape what people disclose and whether they accept help. The PsyDefDetect shared task at BioNLP@ACL 2026 addresses this gap. Systems… ## Co-authors here 12 of 16 co-authors with a page, the most papers together first. - [Hongbin Na](https://md.research.elamur.ai/free/en/authors/hongbin-na/) ×2 - [John Torous](https://md.research.elamur.ai/free/en/authors/john-torous/) ×2 - [Ling Chen](https://md.research.elamur.ai/free/en/authors/ling-chen/) ×2 - [Peilin Zhou](https://md.research.elamur.ai/free/en/authors/peilin-zhou/) ×2 - [Shaoxiong Ji](https://md.research.elamur.ai/free/en/authors/shaoxiong-ji/) ×2 - [Wei Wang](https://md.research.elamur.ai/free/en/authors/wei-wang/) ×2 - [Zhaoming Chen](https://md.research.elamur.ai/free/en/authors/zhaoming-chen/) ×2 - [Zimu Wang](https://md.research.elamur.ai/free/en/authors/zimu-wang/) ×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/) - [Jinfa Huang](https://md.research.elamur.ai/free/en/authors/jinfa-huang/) - [Kailai Yang](https://md.research.elamur.ai/free/en/authors/kailai-yang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [BioNLP](https://md.research.elamur.ai/free/en/venues/bionlp/): [BioNLP 2026](https://md.research.elamur.ai/free/en/venues/bionlp/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/) ## Cited by Papers of our library cite their works 75 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/yining-hua/cited-by/). Updated 1 November 2026