--- title: "Guangtao Zeng — author profile and papers — Elamur Research" description: "Guangtao Zeng, Singapore University of Technology and Design: 2 papers on Elamur Research (2020–2024), h-index 7 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/guangtao-zeng/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/guangtao-zeng/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Guangtao Zeng # Guangtao Zeng Guangtao Zeng has 2 papers in our library, in 2020–2024, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Dialogue systems](https://md.research.elamur.ai/free/en/topics/dialogue-systems/); often with [Jiaqi Zeng](https://md.research.elamur.ai/free/en/authors/jiaqi-zeng/), [Peiyuan Zhang](https://md.research.elamur.ai/free/en/authors/peiyuan-zhang/), [Ruoyu Zhang](https://md.research.elamur.ai/free/en/authors/ruoyu-zhang/). 2 papers in our library · 2020–2024 [OpenAlex](https://openalex.org/A5108712436) · [**h-index 7**](https://openalex.org/authors/A5108712436) · [25 works](https://openalex.org/works?filter=author.id:A5108712436) · [328 citations](https://openalex.org/works?filter=author.id:A5108712436&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/guangtao-zeng/#papers) · [🔗 Cited 524 times in our library](https://md.research.elamur.ai/free/en/authors/guangtao-zeng/cited-by/) · [6 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #3065](https://md.research.elamur.ai/free/en/paper-stars/page/31/#star-3065) 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=Guangtao+Zeng) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Guangtao+Zeng) · [dblp](https://dblp.org/search?q=Guangtao+Zeng) · [ACL Anthology](https://aclanthology.org/search/?q=Guangtao+Zeng) ## Affiliations [🎓**Singapore University of Technology and Design** Singapore · Singapore 2022–2026 · 10 papers*current*](https://md.research.elamur.ai/free/en/universities/singapore-university-of-technology-and-design/) · [🎓**Massachusetts Institute of Technology** Cambridge · United States 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/massachusetts-institute-of-technology/) · [🎓**University of California San Diego** San Diego · United States 2020–2021 · 5 papers](https://md.research.elamur.ai/free/en/universities/university-of-california-san-diego/) · [🎓**University of California, Davis** Davis · United States 2020 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-california-davis/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 Shelves 8 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/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/) · [Health Informatics · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) · [Medicine · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/) 🧭 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/) · [Dialogue systems · 1 work](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) ## Works by year ### 2020s [**2024** 1 paper Guangtao Zeng's papers of 2024](https://md.research.elamur.ai/free/en/papers/zhang-2024-tinyllama-open-source-small-language/) · [**2020** 1 paper Guangtao Zeng's papers of 2020](https://md.research.elamur.ai/free/en/papers/zeng-2020-meddialog-large-scale-medical-dialogue/) ## Papers The most cited first (OpenAlex and our library). 1. **[TinyLlama: An Open-Source Small Language Model](https://md.research.elamur.ai/free/en/papers/zhang-2024-tinyllama-open-source-small-language/)** *(2024 · 351 citations)* Scaling laws such as Chinchilla's say parameters and data should grow together. For deployment, though, inference cost matters more, and it was unclear how well a small model does when trained on far more data than those laws recommend. The authors test this with TinyLlama, a 1.1B-parameter decoder-only Transformer… 2. **[MedDialog: Large-scale Medical Dialogue Datasets](https://md.research.elamur.ai/free/en/papers/zeng-2020-meddialog-large-scale-medical-dialogue/)** *(2020 · 247 citations)* Building medical dialogue systems that could act as "virtual doctors" in telemedicine requires many real patient–doctor conversations. ## All works 8 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. [**TinyLlama: An Open-Source Small Language Model arXiv:2401.02385**Peiyuan Zhang, Guangtao Zeng, Tianduo Wang, et al.*2024 · 351 citations*](https://md.research.elamur.ai/free/en/papers/zhang-2024-tinyllama-open-source-small-language/) 2. **[MedDialog: Large-scale Medical Dialogue Datasets](https://md.research.elamur.ai/free/en/papers/zeng-2020-meddialog-large-scale-medical-dialogue/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Guangtao Zeng, Wenmian Yang, Zeqian Ju, et al.*2020 · 247 citations* 3. **[Long Context Transfer from Language to Vision ↗](https://arxiv.org/abs/2406.16852) arXiv:2406.16852 · no summary yet**Peiyuan Zhang et al.*2024 · 67 citations* 4. **[RegMix: Data Mixture as Regression for Language Model Pre-training ↗](https://arxiv.org/abs/2407.01492) arXiv:2407.01492 · no summary yet**Qian Liu et al.*2024 · 50 citations* 5. **[Sailor: Open Language Models for South-East Asia ↗](https://arxiv.org/abs/2404.03608) arXiv:2404.03608 · no summary yet**Longxu Dou et al.*2024 · 27 citations* 6. **[Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search ↗](https://arxiv.org/abs/2502.02508) arXiv:2502.02508 · no summary yet**Maohao Shen et al.*2025 · 13 citations* 7. **[EffiCoder: Enhancing Code Generation in Large Language Models through Efficiency-Aware Fine-tuning ↗](https://arxiv.org/abs/2410.10209) arXiv:2410.10209 · no summary yet**Dong Huang et al.*2024 · 11 citations* 8. **[Tailored Primitive Initialization is the Secret Key to Reinforcement Learning ↗](https://aclanthology.org/2026.acl-long.1537/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Yihang Yao et al.*2026* ## Co-authors here 6 co-authors with a page, the most papers together first. - [Jiaqi Zeng](https://md.research.elamur.ai/free/en/authors/jiaqi-zeng/) - [Peiyuan Zhang](https://md.research.elamur.ai/free/en/authors/peiyuan-zhang/) - [Ruoyu Zhang](https://md.research.elamur.ai/free/en/authors/ruoyu-zhang/) - [Wei Lu](https://md.research.elamur.ai/free/en/authors/wei-lu/) - [Yue Yang](https://md.research.elamur.ai/free/en/authors/yue-yang/) - [Zeqian Ju](https://md.research.elamur.ai/free/en/authors/zeqian-ju/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2020](https://md.research.elamur.ai/free/en/venues/emnlp/2020/) - Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ## Cited by Papers of our library cite their works 524 times (of the 141,840 papers whose bibliographies we read); [26 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/guangtao-zeng/cited-by/). Updated 24 October 2026