--- title: "Siming Huang — author profile and papers — Elamur Research" description: "Siming Huang, Sun Yat-sen University: 2 papers on Elamur Research (2025–2026), h-index 42 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/siming-huang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/siming-huang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Siming Huang # Siming Huang Siming Huang has 2 papers in our library, in 2025–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Chenchen Zhang](https://md.research.elamur.ai/free/en/authors/chenchen-zhang/), [Jason Klein Liu](https://md.research.elamur.ai/free/en/authors/jason-klein-liu/), [Jiaheng Liu](https://md.research.elamur.ai/free/en/authors/jiaheng-liu/). 2 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5037727403) · [ORCID](https://orcid.org/0000-0002-0912-1082) · [**h-index 42**](https://openalex.org/authors/A5037727403) · [121 works](https://openalex.org/works?filter=author.id:A5037727403) · [5,726 citations](https://openalex.org/works?filter=author.id:A5037727403&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/siming-huang/#papers) · [🔗 Cited 70 times in our library](https://md.research.elamur.ai/free/en/authors/siming-huang/cited-by/) · [⭐ Paper Stars ranking: #5180](https://md.research.elamur.ai/free/en/paper-stars/page/52/#star-5180) 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=Siming+Huang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Siming+Huang) · [dblp](https://dblp.org/search?q=Siming+Huang) · [ACL Anthology](https://aclanthology.org/search/?q=Siming+Huang) ## Affiliations [🎓**Guangzhou Medical University** Guangzhou · China 2021–2026 · 68 papers*current*](https://ror.org/00zat6v61) · [🎓**Sun Yat-sen University** Guangzhou · China 2012–2026 · 51 papers*current*](https://md.research.elamur.ai/free/en/universities/sun-yat-sen-university/) · [🔬**State Key Laboratory of Respiratory Disease** Guangzhou · China 2022–2026 · 49 papers*current*](https://ror.org/04hja5e04) · [🎓**Fudan University** Shanghai · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/fudan-university/) · [🏥**Sun Yat-sen Memorial Hospital** Guangzhou · China 2018–2022 · 27 papers](https://ror.org/01px77p81) · [🏢**China Aerospace Science and Industry Corporation** Beijing · China 2024–2025 · 3 papers](https://ror.org/0523vvf33) · [🎓**Guangzhou University** Guangzhou · China 2018 · 2 papers](https://ror.org/05ar8rn06) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 7 more institutions on single bylines are not listed. ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 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/) · [Information Systems · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [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 · 1 work](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 [**2026** 1 paper Siming Huang's papers of 2026](https://md.research.elamur.ai/free/en/papers/luo-2026-scaling-laws-code-more-data/) · [**2025** 1 paper Siming Huang's papers of 2025](https://md.research.elamur.ai/free/en/papers/huang-2025-opencoder-open-cookbook-top-tier/) ## Papers The most cited first (OpenAlex and our library). 1. **[OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models](https://md.research.elamur.ai/free/en/papers/huang-2025-opencoder-open-cookbook-top-tier/)** *(2025 · 81 citations)* Most open code LLMs publish only their weights. Their training data, cleaning pipelines and training recipes stay hidden, which makes it hard for researchers to reproduce results or build strong baselines. OpenCoder addresses this gap. It is a code LLM family released with everything needed to rebuild it: weights… 2. **[Scaling Laws for Code: A More Data-Hungry Regime](https://md.research.elamur.ai/free/en/papers/luo-2026-scaling-laws-code-more-data/)** *(2026 · 3 citations)* Scaling laws, which predict validation loss from model size (N), training tokens (D) and compute (C), have mostly been derived on natural language (NL). ## Co-authors here 8 co-authors with a page, the most papers together first. - [Chenchen Zhang](https://md.research.elamur.ai/free/en/authors/chenchen-zhang/) - [Jason Klein Liu](https://md.research.elamur.ai/free/en/authors/jason-klein-liu/) - [Jiaheng Liu](https://md.research.elamur.ai/free/en/authors/jiaheng-liu/) - [Jian Yang](https://md.research.elamur.ai/free/en/authors/jian-yang/) - [Linzheng Chai](https://md.research.elamur.ai/free/en/authors/linzheng-chai/) - [Wanxiang Che](https://md.research.elamur.ai/free/en/authors/wanxiang-che/) - [Weidi Xu](https://md.research.elamur.ai/free/en/authors/weidi-xu/) - [Yang Xu](https://md.research.elamur.ai/free/en/authors/yang-xu/) ## 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/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/), [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) ## Cited by Papers of our library cite their works 70 times (of the 141,840 papers whose bibliographies we read); [3 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/siming-huang/cited-by/). Updated 24 October 2026