--- title: "Xiu Li — author profile and papers — Elamur Research" description: "Xiu Li: 2 papers on Elamur Research (2023–2025), h-index 5 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/xiu-li/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xiu-li/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xiu Li # Xiu Li Xiu Li 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/); often with [Biqing Qi](https://md.research.elamur.ai/free/en/authors/biqing-qi/), [Bowen Zhou](https://md.research.elamur.ai/free/en/authors/bowen-zhou/), [Jian Zhao](https://md.research.elamur.ai/free/en/authors/jian-zhao/). 2 papers in our library · 2023–2025 [OpenAlex](https://openalex.org/A5127812998) · [**h-index 5**](https://openalex.org/authors/A5127812998) · [5 works](https://openalex.org/works?filter=author.id:A5127812998) · [203 citations](https://openalex.org/works?filter=author.id:A5127812998&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/xiu-li/#papers) · [🔗 Cited 141 times in our library](https://md.research.elamur.ai/free/en/authors/xiu-li/cited-by/) · [⭐ Paper Stars ranking: #6605](https://md.research.elamur.ai/free/en/paper-stars/page/67/#star-6605) 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=Xiu+Li) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xiu+Li) · [dblp](https://dblp.org/search?q=Xiu+Li) · [ACL Anthology](https://aclanthology.org/search/?q=Xiu+Li) ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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/) · [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/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[Scaling laws · 1 work](https://md.research.elamur.ai/free/en/concepts/scaling-laws/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/xiu-li/year/2025/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/xiu-li/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction](https://md.research.elamur.ai/free/en/papers/yang-2023-gpt4tools-teaching-large-language-model/)** *(2023 · 147 citations)* Proprietary models such as ChatGPT and GPT-4 can direct multimodal tools through elaborate prompting, but they are costly and rely on non-public data. 2. **[Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling](https://md.research.elamur.ai/free/en/papers/liu-2025-1b-llm-surpass-405b-llm/)** *(2025 · 41 citations)* The paper asks how extra inference-time computation should be spent and whether small models can beat much larger ones when it is spent well. ## Co-authors here 11 co-authors with a page, the most papers together first. - [Biqing Qi](https://md.research.elamur.ai/free/en/authors/biqing-qi/) - [Bowen Zhou](https://md.research.elamur.ai/free/en/authors/bowen-zhou/) - [Jian Zhao](https://md.research.elamur.ai/free/en/authors/jian-zhao/) - [Junqi Gao](https://md.research.elamur.ai/free/en/authors/junqi-gao/) - [Kaiyan Zhang](https://md.research.elamur.ai/free/en/authors/kaiyan-zhang/) - [Rui Yang](https://md.research.elamur.ai/free/en/authors/rui-yang/) - [Runze Liu](https://md.research.elamur.ai/free/en/authors/runze-liu/) - [Wanli Ouyang](https://md.research.elamur.ai/free/en/authors/wanli-ouyang/) - [Yanwei Li](https://md.research.elamur.ai/free/en/authors/yanwei-li/) - [Ying Shan](https://md.research.elamur.ai/free/en/authors/ying-shan/) - [Yixiao Ge](https://md.research.elamur.ai/free/en/authors/yixiao-ge/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [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 141 times (of the 149,439 papers whose bibliographies we read); [44 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/xiu-li/cited-by/). Updated 2 November 2026