--- title: "Ziniu Li — author profile and papers — Elamur Research" description: "Ziniu Li, Shenzhen Research Institute of Big Data: 2 papers on Elamur Research (2025), h-index 6 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/ziniu-li/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/ziniu-li/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Ziniu Li # Ziniu Li Ziniu Li has 2 papers in our library, in 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/); often with [Boyi Wei](https://md.research.elamur.ai/free/en/authors/boyi-wei/), [Chenyang Wang](https://md.research.elamur.ai/free/en/authors/chenyang-wang/), [Fan Yin](https://md.research.elamur.ai/free/en/authors/fan-yin/). 2 papers in our library · 2025 [OpenAlex](https://openalex.org/A5012372957) · [ORCID](https://orcid.org/0000-0003-0449-002X) · [**h-index 6**](https://openalex.org/authors/A5012372957) · [19 works](https://openalex.org/works?filter=author.id:A5012372957) · [115 citations](https://openalex.org/works?filter=author.id:A5012372957&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/ziniu-li/#papers) · [🔗 Cited 39 times in our library](https://md.research.elamur.ai/free/en/authors/ziniu-li/cited-by/) · [⭐ Paper Stars ranking: #9778](https://md.research.elamur.ai/free/en/paper-stars/page/98/#star-9778) 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=Ziniu+Li) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Ziniu+Li) · [dblp](https://dblp.org/search?q=Ziniu+Li) · [ACL Anthology](https://aclanthology.org/search/?q=Ziniu+Li) ## Affiliations [🎓**Chinese University of Hong Kong, Shenzhen** Shenzhen · China 2020–2026 · 18 papers*current*](https://md.research.elamur.ai/free/en/universities/chinese-university-of-hong-kong-shenzhen/) · [🎓**Shenzhen Research Institute of Big Data** Shenzhen · China 2021–2026 · 10 papers*current*](https://md.research.elamur.ai/free/en/universities/shenzhen-research-institute-of-big-data/) · [🎓**Chinese University of Hong Kong** Hong Kong · China 2023–2025 · 2 papers](https://md.research.elamur.ai/free/en/universities/chinese-university-of-hong-kong/) 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 6 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/) · [Computational Theory and Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computational-theory-and-mathematics/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/ziniu-li/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[A Survey on Large Language Models for Mathematical Reasoning](https://md.research.elamur.ai/free/en/papers/wang-2025-survey-large-language-models-mathematical/)** *(2025 · 26 citations)* This survey, by Peng-Yuan Wang et al. (mainly Nanjing University), maps how large language models became capable of solving mathematical problems. It contrasts this with older rule-based and semantic-parsing systems that relied heavily on hand engineering. The authors split the capability into two parts: 2. **[Scaling Latent Reasoning via Looped Language Models](https://md.research.elamur.ai/free/en/papers/zhu-2025-scaling-latent-reasoning-looped-language/)** *(2025 · 22 citations)* Most large language models learn to reason through explicit chain-of-thought added after pre-training. This lengthens outputs and makes little use of pre-training data. The authors propose Ouro, a family of Looped Language Models (LoopLM) in which a stack of weight-tied layers is applied several times, so hidden… ## Co-authors here 10 co-authors with a page, the most papers together first. - [Boyi Wei](https://md.research.elamur.ai/free/en/authors/boyi-wei/) - [Chenyang Wang](https://md.research.elamur.ai/free/en/authors/chenyang-wang/) - [Fan Yin](https://md.research.elamur.ai/free/en/authors/fan-yin/) - [Haoran Que](https://md.research.elamur.ai/free/en/authors/haoran-que/) - [Jiajun Shi](https://md.research.elamur.ai/free/en/authors/jiajun-shi/) - [Lu Li](https://md.research.elamur.ai/free/en/authors/lu-li/) - [Rui-Jie Zhu](https://md.research.elamur.ai/free/en/authors/rui-jie-zhu/) - [Tianyu Zhang](https://md.research.elamur.ai/free/en/authors/tianyu-zhang/) - [Yang Yu](https://md.research.elamur.ai/free/en/authors/yang-yu/) - [Zixuan Wang](https://md.research.elamur.ai/free/en/authors/zixuan-wang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [ACM Computing Surveys](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/): [ACM Computing Surveys 2025](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2025/) ## Cited by Papers of our library cite their works 39 times (of the 149,439 papers whose bibliographies we read); [8 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/ziniu-li/cited-by/). Updated 3 November 2026