--- title: "Jiaxiang Liu — author profile and papers — Elamur Research" description: "Jiaxiang Liu, Northwestern Polytechnical University: 2 papers on Elamur Research (2021), h-index 18 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/jiaxiang-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jiaxiang-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jiaxiang Liu # Jiaxiang Liu Jiaxiang Liu has 2 papers in our library, in 2021, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Chao Pang](https://md.research.elamur.ai/free/en/authors/chao-pang/), [Junyuan Shang](https://md.research.elamur.ai/free/en/authors/junyuan-shang/), [Shikun Feng](https://md.research.elamur.ai/free/en/authors/shikun-feng/). 2 papers in our library · 2021 [OpenAlex](https://openalex.org/A5100721394) · [ORCID](https://orcid.org/0009-0000-6498-1678) · [**h-index 18**](https://openalex.org/authors/A5100721394) · [71 works](https://openalex.org/works?filter=author.id:A5100721394) · [1,285 citations](https://openalex.org/works?filter=author.id:A5100721394&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/jiaxiang-liu/#papers) · [🔗 Cited 173 times in our library](https://md.research.elamur.ai/free/en/authors/jiaxiang-liu/cited-by/) · [⭐ Paper Stars ranking: #4886](https://md.research.elamur.ai/free/en/paper-stars/page/49/#star-4886) 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=Jiaxiang+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jiaxiang+Liu) · [dblp](https://dblp.org/search?q=Jiaxiang+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Jiaxiang+Liu) ## Affiliations [🎓**Northwestern Polytechnical University** Xi'an · China 2023–2026 · 9 papers*current*](https://md.research.elamur.ai/free/en/universities/northwestern-polytechnical-university/) · [🏢**Baidu** Beijing · China 2019–2025 · 14 papers](https://md.research.elamur.ai/free/en/companies/baidu/) · [🎓**Beihang University** Beijing · China 2018–2023 · 10 papers](https://md.research.elamur.ai/free/en/universities/beihang-university/) · [🎓**Zhejiang University** Hangzhou · China 2024–2025 · 5 papers](https://md.research.elamur.ai/free/en/universities/zhejiang-university/) · [🎓**Shenzhen University** Shenzhen · China 2022–2023 · 5 papers](https://md.research.elamur.ai/free/en/universities/shenzhen-university/) · [🎓**University of Waterloo** Waterloo · Canada 2021–2022 · 3 papers](https://md.research.elamur.ai/free/en/universities/university-of-waterloo/) · [🎓**Wuhan University of Science and Technology** Wuhan · China 2016–2017 · 3 papers](https://md.research.elamur.ai/free/en/universities/wuhan-university-of-science-and-technology/) · [🏛️**Chinese Academy of Sciences** Beijing · China 2025 · 2 papers](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🎓**Columbia University** New York · United States 2023 · 2 papers](https://md.research.elamur.ai/free/en/universities/columbia-university/) · [🎓**Tsinghua University** Beijing · China 2016 · 2 papers](https://md.research.elamur.ai/free/en/universities/tsinghua-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 10 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/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Language and Linguistics · 2 works](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 · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2021** 2 papers](https://md.research.elamur.ai/free/en/authors/jiaxiang-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. **[ERNIE 3.0 Titan: Exploring Larger-scale Knowledge Enhanced Pre-training for Language Understanding and Generation](https://md.research.elamur.ai/free/en/papers/wang-2021-ernie-3-0-titan/)** *(2021 · 63 citations)* Very large language models such as GPT-3 show that scale pays off. However, most are trained on plain text only, and their outputs are hard to steer or verify against real-world facts. This work scales up the knowledge-enhanced ERNIE 3.0 framework, which combines auto-encoding and auto-regressive networks and learns… ## Co-authors here 12 co-authors with a page, the most papers together first. - [Chao Pang](https://md.research.elamur.ai/free/en/authors/chao-pang/) ×2 - [Junyuan Shang](https://md.research.elamur.ai/free/en/authors/junyuan-shang/) ×2 - [Shikun Feng](https://md.research.elamur.ai/free/en/authors/shikun-feng/) ×2 - [Shuohuan Wang](https://md.research.elamur.ai/free/en/authors/shuohuan-wang/) ×2 - [Siyu Ding](https://md.research.elamur.ai/free/en/authors/siyu-ding/) ×2 - [Xuyi Chen](https://md.research.elamur.ai/free/en/authors/xuyi-chen/) ×2 - [Yanbin Zhao](https://md.research.elamur.ai/free/en/authors/yanbin-zhao/) ×2 - [Yu Sun](https://md.research.elamur.ai/free/en/authors/yu-sun/) ×2 - [Zhihua Wu](https://md.research.elamur.ai/free/en/authors/zhihua-wu/) ×2 - [Weixin Liu](https://md.research.elamur.ai/free/en/authors/weixin-liu/) - [Yang Xiang](https://md.research.elamur.ai/free/en/authors/yang-xiang/) - [Yuxiang Lu](https://md.research.elamur.ai/free/en/authors/yuxiang-lu/) ## Cited by Papers of our library cite their works 173 times (of the 149,439 papers whose bibliographies we read); [35 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jiaxiang-liu/cited-by/). Updated 1 November 2026