--- title: "Xinyu Zou · University of Washington — author profile and papers" description: "Xinyu Zou, University of Washington: 2 papers on Elamur Research (2023–2026), h-index 2 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/xinyu-zou/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xinyu-zou/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xinyu Zou # Xinyu Zou Xinyu Zou 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 [Bin Xu](https://md.research.elamur.ai/free/en/authors/bin-xu/), [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/A5137210895) · [ORCID](https://orcid.org/0009-0003-5222-0275) · [**h-index 2**](https://openalex.org/authors/A5137210895) · [6 works](https://openalex.org/works?filter=author.id:A5137210895) · [126 citations](https://openalex.org/works?filter=author.id:A5137210895&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/xinyu-zou/#papers) · [🔗 Cited 52 times in our library](https://md.research.elamur.ai/free/en/authors/xinyu-zou/cited-by/) · [⭐ Paper Stars ranking: #8095](https://md.research.elamur.ai/free/en/paper-stars/page/81/#star-8095) 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=Xinyu+Zou) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xinyu+Zou) · [dblp](https://dblp.org/search?q=Xinyu+Zou) · [ACL Anthology](https://aclanthology.org/search/?q=Xinyu+Zou) ## Affiliations [🎓**University of Washington** Seattle · United States 2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-washington/) · [🎓**University of Waterloo** Waterloo · Canada 2023–2025 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-waterloo/) 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/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 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/xinyu-zou/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/xinyu-zou/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. **[EduBench: A Comprehensive Benchmarking Dataset for Evaluating Large Language Models in Diverse Educational Scenarios](https://md.research.elamur.ai/free/en/papers/xu-2026-edubench-comprehensive-benchmarking-dataset-evaluating/)** *(2026 · 5 citations)* Most LLM benchmarks for education test subject knowledge. They ignore the variety of roles in real learning settings, such as tutors, graders and counselors, and the pedagogical goals behind them. EduBench addresses this with a bilingual (Chinese/English) synthetic benchmark. It has nine scenarios: five serve… ## Co-authors here 9 co-authors with a page, the most papers together first. - [Bin Xu](https://md.research.elamur.ai/free/en/authors/bin-xu/) - [Chengfeng Mao](https://md.research.elamur.ai/free/en/authors/chengfeng-mao/) - [Fenglin Liu](https://md.research.elamur.ai/free/en/authors/fenglin-liu/) - [Huashan Sun](https://md.research.elamur.ai/free/en/authors/huashan-sun/) - [Jinfa Huang](https://md.research.elamur.ai/free/en/authors/jinfa-huang/) - [Peilin Zhou](https://md.research.elamur.ai/free/en/authors/peilin-zhou/) - [Yang Gao](https://md.research.elamur.ai/free/en/authors/yang-gao/) - [Yining Hua](https://md.research.elamur.ai/free/en/authors/yining-hua/) - [Yu Bai](https://md.research.elamur.ai/free/en/authors/yu-bai/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ## Cited by Papers of our library cite their works 52 times (of the 149,439 papers whose bibliographies we read); [11 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/xinyu-zou/cited-by/). Updated 30 October 2026