--- title: "Gongfan Fang — author profile and papers — Elamur Research" description: "Gongfan Fang, National University of Singapore: 2 papers on Elamur Research (2023–2025), h-index 13 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/gongfan-fang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/gongfan-fang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Gongfan Fang # Gongfan Fang Gongfan Fang has 2 papers in our library, in 2023–2025, 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/), [Efficient models & compression](https://md.research.elamur.ai/free/en/topics/efficient-models/); often with [Xinchao Wang](https://md.research.elamur.ai/free/en/authors/xinchao-wang/), [Xinyin Ma](https://md.research.elamur.ai/free/en/authors/xinyin-ma/). 2 papers in our library · 2023–2025 [OpenAlex](https://openalex.org/A5102483331) · [ORCID](https://orcid.org/0009-0009-6935-0432) · [**h-index 13**](https://openalex.org/authors/A5102483331) · [58 works](https://openalex.org/works?filter=author.id:A5102483331) · [1,277 citations](https://openalex.org/works?filter=author.id:A5102483331&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/gongfan-fang/#papers) · [🔗 Cited 391 times in our library](https://md.research.elamur.ai/free/en/authors/gongfan-fang/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #3325](https://md.research.elamur.ai/free/en/paper-stars/page/34/#star-3325) 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=Gongfan+Fang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Gongfan+Fang) · [dblp](https://dblp.org/search?q=Gongfan+Fang) · [ACL Anthology](https://aclanthology.org/search/?q=Gongfan+Fang) ## Affiliations [🎓**National University of Singapore** Singapore · Singapore 2023–2026 · 30 papers*current*](https://md.research.elamur.ai/free/en/universities/national-university-of-singapore/) · [🎓**Zhejiang University** Hangzhou · China 2019–2023 · 13 papers](https://md.research.elamur.ai/free/en/universities/zhejiang-university/) · [🏢**Alibaba Group** Hangzhou · China 2021 · 4 papers](https://md.research.elamur.ai/free/en/companies/alibaba-group/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 7 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [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 · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Engineering · 1 work](https://md.research.elamur.ai/free/en/shelves/engineering/) · [Mechanical Engineering · 1 work](https://md.research.elamur.ai/free/en/shelves/engineering/mechanical-engineering/) 🧭 Topics 3 Research subjects and languages the work is about.[Efficient models & compression · 1 work](https://md.research.elamur.ai/free/en/topics/efficient-models/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2025** 1 paper Gongfan Fang's papers of 2025](https://md.research.elamur.ai/free/en/papers/ma-2025-cot-valve-length-compressible-chain/) · [**2023** 1 paper Gongfan Fang's papers of 2023](https://md.research.elamur.ai/free/en/papers/ma-2023-llm-pruner-structural-pruning-large/) ## Papers The most cited first (OpenAlex and our library). 1. **[LLM-Pruner: On the Structural Pruning of Large Language Models](https://md.research.elamur.ai/free/en/papers/ma-2023-llm-pruner-structural-pruning-large/)** *(2023 · 448 citations)* Large language models are expensive to deploy, yet most compression methods shrink a model for one downstream task. 2. **[CoT-Valve: Length-Compressible Chain-of-Thought Tuning](https://md.research.elamur.ai/free/en/papers/ma-2025-cot-valve-length-compressible-chain/)** *(2025 · 64 citations)* Reasoning models such as QwQ and DeepSeek-R1 produce long chains of thought even for trivial questions, which wastes tokens. ## All works 3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[LLM-Pruner: On the Structural Pruning of Large Language Models](https://md.research.elamur.ai/free/en/papers/ma-2023-llm-pruner-structural-pruning-large/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Xinyin Ma, Gongfan Fang, Xinchao Wang*2023 · 448 citations* 2. **[CoT-Valve: Length-Compressible Chain-of-Thought Tuning](https://md.research.elamur.ai/free/en/papers/ma-2025-cot-valve-length-compressible-chain/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xinyin Ma, Guangnian Wan, Runpeng Yu, et al.*2025 · 64 citations* 3. **[Efficient Reasoning Models: A Survey ↗](https://arxiv.org/abs/2504.10903) arXiv:2504.10903 · no summary yet**Sicheng Feng et al.*2025 · 37 citations* ## Co-authors here 2 co-authors with a page, the most papers together first. - [Xinchao Wang](https://md.research.elamur.ai/free/en/authors/xinchao-wang/) ×2 - [Xinyin Ma](https://md.research.elamur.ai/free/en/authors/xinyin-ma/) ×2 ## 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/) - [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/): [NeurIPS 2023](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2023/) ## Cited by Papers of our library cite their works 391 times (of the 141,840 papers whose bibliographies we read); [13 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/gongfan-fang/cited-by/). Updated 24 October 2026