--- title: "Fangming Liu — author profile and papers — Elamur Research" description: "Fangming Liu, Peng Cheng Laboratory: 2 papers on Elamur Research (2024–2025), h-index 54 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/fangming-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/fangming-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Fangming Liu # Fangming Liu Fangming Liu has 2 papers in our library, in 2024–2025, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Bias, fairness & safety](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/); often with [Daojing He](https://md.research.elamur.ai/free/en/authors/daojing-he/), [Jing Li](https://md.research.elamur.ai/free/en/authors/jing-li/), [Jun Yu](https://md.research.elamur.ai/free/en/authors/jun-yu/). 2 papers in our library · 2024–2025 [OpenAlex](https://openalex.org/A5048398271) · [ORCID](https://orcid.org/0000-0002-8570-1345) · [Wikidata](https://www.wikidata.org/wiki/Q130805187) · [**h-index 54**](https://openalex.org/authors/A5048398271) · [296 works](https://openalex.org/works?filter=author.id:A5048398271) · [10,388 citations](https://openalex.org/works?filter=author.id:A5048398271&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/fangming-liu/#papers) · [🔗 Cited 78 times in our library](https://md.research.elamur.ai/free/en/authors/fangming-liu/cited-by/) · [⭐ Paper Stars ranking: #6812](https://md.research.elamur.ai/free/en/paper-stars/page/69/#star-6812) 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=Fangming+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Fangming+Liu) · [dblp](https://dblp.org/search?q=Fangming+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Fangming+Liu) ## Affiliations [🎓**Huazhong University of Science and Technology** Wuhan · China 2011–2026 · 144 papers*current*](https://md.research.elamur.ai/free/en/universities/huazhong-university-of-science-and-technology/) · [🔬**Peng Cheng Laboratory** Shenzhen · China 2022–2026 · 83 papers*current*](https://md.research.elamur.ai/free/en/labs/peng-cheng-laboratory/) · [🎓**Hong Kong University of Science and Technology** Hong Kong · China 2008–2012 · 15 papers](https://md.research.elamur.ai/free/en/universities/hong-kong-university-of-science-and-technology/) · [🎓**Simon Fraser University** Burnaby · Canada 2011–2012 · 2 papers](https://md.research.elamur.ai/free/en/universities/simon-fraser-university/) 🏛️**Huazhong University of Science & Technology** Wuhan · [China](https://md.research.elamur.ai/free/en/countries/china/) 2011Employment since 2011 · Full Professor, Computer Science & Technology 🏛️**Hong Kong University of Science & Technology** Hong Kong · [China](https://md.research.elamur.ai/free/en/countries/china/) 2007–2010Education 2007–2010 · Ph.D., Computer Science & Engineering [🎓**University of Toronto** Toronto · Canada 2009–2010Employment 2009–2010 · Visiting Scholar, ECE](https://md.research.elamur.ai/free/en/universities/university-of-toronto/) · [🎓**Chinese University of Hong Kong** Hong Kong · China 2007Employment 2007 · Research Assistant, CSE](https://md.research.elamur.ai/free/en/universities/chinese-university-of-hong-kong/) 🏛️**ROXBEAM** Beijing · [China](https://md.research.elamur.ai/free/en/countries/china/) 2006Employment 2006 · Software Engineer [🎓**Tsinghua University** Beijing · China 2001–2005Education 2001–2005 · B.Engr., Computer Science & Technology](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. 5 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 2 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/fangming-liu/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/fangming-liu/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Small Language Models: Survey, Measurements, and Insights](https://md.research.elamur.ai/free/en/papers/lu-2024-small-language-models-survey-measurements/)** *(2024 · 88 citations)* Compact language models already run in commercial devices, such as Gemini Nano on Google/Samsung phones and Apple's on-device foundation model. 2. **[Safety Alignment via Constrained Knowledge Unlearning](https://md.research.elamur.ai/free/en/papers/shi-2025-safety-alignment-constrained-knowledge-unlearning/)** *(2025 · 13 citations)* Aligned large language models still produce harmful content under jailbreak attacks. The authors argue this happens because standard defenses, such as continued safety training, teach models to refuse without removing the dangerous knowledge itself, and they can also erode general skills. They propose Constrained… ## Co-authors here 8 co-authors with a page, the most papers together first. - [Daojing He](https://md.research.elamur.ai/free/en/authors/daojing-he/) - [Jing Li](https://md.research.elamur.ai/free/en/authors/jing-li/) - [Jun Yu](https://md.research.elamur.ai/free/en/authors/jun-yu/) - [Min Zhang](https://md.research.elamur.ai/free/en/authors/min-zhang/) - [Xiang Li](https://md.research.elamur.ai/free/en/authors/xiang-li/) - [Yu Li](https://md.research.elamur.ai/free/en/authors/yu-li/) - [Yucheng Zhou](https://md.research.elamur.ai/free/en/authors/yucheng-zhou/) - [Zesheng Shi](https://md.research.elamur.ai/free/en/authors/zesheng-shi/) ## 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 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) ## Cited by Papers of our library cite their works 78 times (of the 149,439 papers whose bibliographies we read); [14 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/fangming-liu/cited-by/). Updated 31 October 2026