--- title: "Yuanchun Zhou — author profile and papers — Elamur Research" description: "Yuanchun Zhou, Chinese Academy of Sciences: 2 papers on Elamur Research (2025–2026), h-index 27 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/yuanchun-zhou/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/yuanchun-zhou/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Yuanchun Zhou # Yuanchun Zhou Yuanchun Zhou has 2 papers in our library, in 2025–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Chuan Qin](https://md.research.elamur.ai/free/en/authors/chuan-qin/), [Hengshu Zhu](https://md.research.elamur.ai/free/en/authors/hengshu-zhu/), [Jinghan Zhang](https://md.research.elamur.ai/free/en/authors/jinghan-zhang/). 2 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5065865669) · [ORCID](https://orcid.org/0000-0003-2144-1131) · [Wikidata](https://www.wikidata.org/wiki/Q130802472) · [**h-index 27**](https://openalex.org/authors/A5065865669) · [247 works](https://openalex.org/works?filter=author.id:A5065865669) · [2,872 citations](https://openalex.org/works?filter=author.id:A5065865669&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/yuanchun-zhou/#papers) · [🔗 Cited 7 times in our library](https://md.research.elamur.ai/free/en/authors/yuanchun-zhou/cited-by/) · [⭐ Paper Stars ranking: #10255](https://md.research.elamur.ai/free/en/paper-stars/page/103/#star-10255) 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=Yuanchun+Zhou) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Yuanchun+Zhou) · [dblp](https://dblp.org/search?q=Yuanchun+Zhou) · [ACL Anthology](https://aclanthology.org/search/?q=Yuanchun+Zhou) ## Affiliations [🏛️**Chinese Academy of Sciences** Beijing · China 2005–2026 · 205 papers*current*](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🔬**Computer Network Information Center** Beijing · China 2007–2026 · 201 papers*current*](https://md.research.elamur.ai/free/en/labs/computer-network-information-center/) · [🎓**University of Chinese Academy of Sciences** Beijing · China 2012–2026 · 80 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-chinese-academy-of-sciences/) · [🎓**Fudan University** Shanghai · China 2018 · 4 papers](https://md.research.elamur.ai/free/en/universities/fudan-university/) · [🎓**University of Central Florida** Orlando · United States 2023 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-central-florida/) · [🎓**University of Science and Technology of China** Hefei · China 2023 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-science-and-technology-of-china/) · [🎓**Nanjing University** Nanjing · China 2016–2019 · 2 papers](https://md.research.elamur.ai/free/en/universities/nanjing-university/) · [🔬**State Key Laboratory of Pollution Control and Resource Reuse** Nanjing · China 2016–2019 · 2 papers](https://ror.org/00073tb80) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 13 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 5 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/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 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/yuanchun-zhou/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/yuanchun-zhou/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[Diversity-oriented Data Augmentation with Large Language Models](https://md.research.elamur.ai/free/en/papers/wang-2025-diversity-oriented-data-augmentation-large/)** *(2025 · 17 citations)* Most text data augmentation methods add more training examples but do not check whether the new examples make the dataset more varied. 2. **[TLSA: LLM-Guided Text-Label Space Alignment with Contrastive Learning for Generalized Category Discovery](https://md.research.elamur.ai/free/en/papers/xu-2026-tlsa-llm-guided-text-label/)** *(2026 · 4 citations)* Generalized Category Discovery (GCD) trains a classifier on a small labeled set of known classes plus a large unlabeled pool that also contains unseen classes. The model must recognize the known classes and also form the new ones. The authors identify three weaknesses in current methods: ## Co-authors here 6 co-authors with a page, the most papers together first. - [Chuan Qin](https://md.research.elamur.ai/free/en/authors/chuan-qin/) - [Hengshu Zhu](https://md.research.elamur.ai/free/en/authors/hengshu-zhu/) - [Jinghan Zhang](https://md.research.elamur.ai/free/en/authors/jinghan-zhang/) - [Kunpeng Liu](https://md.research.elamur.ai/free/en/authors/kunpeng-liu/) - [Xi Chen](https://md.research.elamur.ai/free/en/authors/xi-chen/) - [Xinhao Zhang](https://md.research.elamur.ai/free/en/authors/xinhao-zhang/) ## 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/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/), [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) ## Cited by Papers of our library cite their works 7 times (of the 149,439 papers whose bibliographies we read); [2 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/yuanchun-zhou/cited-by/). Updated 2 November 2026