--- title: "Weixin Liu · Vanderbilt University — author profile and papers" description: "Weixin Liu, Vanderbilt University: 2 papers on Elamur Research (2021–2026), h-index 1 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/weixin-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/weixin-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Weixin Liu # Weixin Liu Weixin Liu has 2 papers in our library, in 2021–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Knowledge graphs & ontologies](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/); often with [Bradley A. Malin](https://md.research.elamur.ai/free/en/authors/bradley-a-malin/), [Chao Pang](https://md.research.elamur.ai/free/en/authors/chao-pang/), [Jiaxiang Liu](https://md.research.elamur.ai/free/en/authors/jiaxiang-liu/). 2 papers in our library · 2021–2026 [OpenAlex](https://openalex.org/A5121237668) · [ORCID](https://orcid.org/0009-0008-9082-1000) · [**h-index 1**](https://openalex.org/authors/A5121237668) · [16 works](https://openalex.org/works?filter=author.id:A5121237668) · [2 citations](https://openalex.org/works?filter=author.id:A5121237668&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/weixin-liu/#papers) · [🔗 Cited 146 times in our library](https://md.research.elamur.ai/free/en/authors/weixin-liu/cited-by/) · [⭐ Paper Stars ranking: #4751](https://md.research.elamur.ai/free/en/paper-stars/page/48/#star-4751) 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=Weixin+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Weixin+Liu) · [dblp](https://dblp.org/search?q=Weixin+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Weixin+Liu) ## Affiliations [🎓**Vanderbilt University** Nashville · United States 2025–2026 · 16 papers*current*](https://md.research.elamur.ai/free/en/universities/vanderbilt-university/) 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 9 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/) · [Biochemistry, Genetics and Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/) · [Health Informatics · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) · [Medicine · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/) · [Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/molecular-biology/) 🧭 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/) · [Knowledge graphs & ontologies · 1 work](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/weixin-liu/year/2026/) · [**2021** 1 paper](https://md.research.elamur.ai/free/en/authors/weixin-liu/year/2021/) ## Papers The most cited first (OpenAlex and our library). 1. **[ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation](https://md.research.elamur.ai/free/en/papers/sun-2021-ernie-3-0-large/)** *(2021 · 332 citations)* Most very large language models, such as GPT-3, learn only from raw text and are trained auto-regressively. 2. **[MHGraphBench: Knowledge Graph-Grounded Benchmarking of Mental Health Knowledge in Large Language Models](https://md.research.elamur.ai/free/en/papers/liu-2026-mhgraphbench-knowledge-graph-grounded-benchmarking/)** *(2026)* Large language models are increasingly used in mental health, but broad medical benchmarks say little about whether they hold verifiable psychiatric biomedical knowledge. ## Co-authors here 12 co-authors with a page, the most papers together first. - [Bradley A. Malin](https://md.research.elamur.ai/free/en/authors/bradley-a-malin/) - [Chao Pang](https://md.research.elamur.ai/free/en/authors/chao-pang/) - [Jiaxiang Liu](https://md.research.elamur.ai/free/en/authors/jiaxiang-liu/) - [Junyuan Shang](https://md.research.elamur.ai/free/en/authors/junyuan-shang/) - [Shikun Feng](https://md.research.elamur.ai/free/en/authors/shikun-feng/) - [Shuohuan Wang](https://md.research.elamur.ai/free/en/authors/shuohuan-wang/) - [Siyu Ding](https://md.research.elamur.ai/free/en/authors/siyu-ding/) - [Xuyi Chen](https://md.research.elamur.ai/free/en/authors/xuyi-chen/) - [Yanbin Zhao](https://md.research.elamur.ai/free/en/authors/yanbin-zhao/) - [Yu Sun](https://md.research.elamur.ai/free/en/authors/yu-sun/) - [Yuxiang Lu](https://md.research.elamur.ai/free/en/authors/yuxiang-lu/) - [Zhihua Wu](https://md.research.elamur.ai/free/en/authors/zhihua-wu/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Workshop on Generation, Evaluation and Metrics (GEM)](https://md.research.elamur.ai/free/en/venues/gem/): [GEM 2026](https://md.research.elamur.ai/free/en/venues/gem/2026/) ## Cited by Papers of our library cite their works 146 times (of the 149,439 papers whose bibliographies we read); [26 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/weixin-liu/cited-by/). Updated 1 November 2026