--- title: "Yixin Chen — author profile and papers — Elamur Research" description: "Yixin Chen, National University of Defense Technology: 2 papers on Elamur Research (2024–2026), h-index 18 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/yixin-chen/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/yixin-chen/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Yixin Chen # Yixin Chen Yixin Chen has 2 papers in our library, in 2024–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Chengyao Wang](https://md.research.elamur.ai/free/en/authors/chengyao-wang/), [Jiaya Jia](https://md.research.elamur.ai/free/en/authors/jiaya-jia/), [Lingling Zhang](https://md.research.elamur.ai/free/en/authors/lingling-zhang/). 2 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5100393444) · [ORCID](https://orcid.org/0000-0002-2939-2541) · [**h-index 18**](https://openalex.org/authors/A5100393444) · [63 works](https://openalex.org/works?filter=author.id:A5100393444) · [2,170 citations](https://openalex.org/works?filter=author.id:A5100393444&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/yixin-chen/#papers) · [🔗 Cited 71 times in our library](https://md.research.elamur.ai/free/en/authors/yixin-chen/cited-by/) · [⭐ Paper Stars ranking: #7528](https://md.research.elamur.ai/free/en/paper-stars/page/76/#star-7528) 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=Yixin+Chen) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Yixin+Chen) · [dblp](https://dblp.org/search?q=Yixin+Chen) · [ACL Anthology](https://aclanthology.org/search/?q=Yixin+Chen) ## Affiliations [🎓**National University of Defense Technology** Changsha · China 2009–2026 · 12 papers*current*](https://md.research.elamur.ai/free/en/universities/national-university-of-defense-technology/) · [🎓**University of Mississippi** Oxford · United States 2007–2017 · 9 papers](https://md.research.elamur.ai/free/en/universities/university-of-mississippi/) · [🎓**McGill University** Montreal · Canada 2014–2016 · 5 papers](https://md.research.elamur.ai/free/en/universities/mcgill-university/) · [🎓**LSU New Orleans** New Orleans · United States 2003–2006 · 5 papers](https://ror.org/034mtvk83) · [🎓**Jianghan University** Wuhan · China 2020–2024 · 4 papers](https://ror.org/041c9x778) · [🎓**Pennsylvania State University** State College · United States 2001–2004 · 4 papers](https://md.research.elamur.ai/free/en/universities/pennsylvania-state-university/) · [🎓**Chinese University of Hong Kong** Hong Kong · China 2022–2025 · 3 papers](https://md.research.elamur.ai/free/en/universities/chinese-university-of-hong-kong/) · [🎓**Wuhan University** Wuhan · China 2011–2015 · 2 papers](https://md.research.elamur.ai/free/en/universities/wuhan-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 12 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).[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/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 3 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/yixin-chen/year/2026/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/yixin-chen/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models](https://md.research.elamur.ai/free/en/papers/li-2024-mini-gemini-mining-potential-multi/)** *(2024 · 123 citations)* Open vision language models still trail proprietary systems such as GPT-4 and Gemini. The common remedy, feeding more visual tokens from higher-resolution images, sharply raises compute costs. Mini-Gemini narrows this gap on an academic budget in three ways. First, it combines two vision encoders. A CLIP-pretrained… 2. **[G-HiRel: Enhancing the Adaption to Knowledge Updating for Large Language Model Reasoning](https://md.research.elamur.ai/free/en/papers/pan-2026-g-hirel-enhancing-adaption-knowledge/)** *(2026)* Large language models struggle when facts change after training: retraining or editing weights is expensive and scales poorly, and in-context injection of edited facts often fails on multi-hop questions. ## Co-authors here 5 co-authors with a page, the most papers together first. - [Chengyao Wang](https://md.research.elamur.ai/free/en/authors/chengyao-wang/) - [Jiaya Jia](https://md.research.elamur.ai/free/en/authors/jiaya-jia/) - [Lingling Zhang](https://md.research.elamur.ai/free/en/authors/lingling-zhang/) - [Tianzhe Zhao](https://md.research.elamur.ai/free/en/authors/tianzhe-zhao/) - [Yanwei Li](https://md.research.elamur.ai/free/en/authors/yanwei-li/) ## 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/) - [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-pattern-analysis-and-machine-intelligence/): [IEEE Transactions on Pattern Analysis and Machine Intelligence 2024](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-pattern-analysis-and-machine-intelligence/2024/) ## Cited by Papers of our library cite their works 71 times (of the 149,439 papers whose bibliographies we read); [23 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/yixin-chen/cited-by/). Updated 2 November 2026