--- title: "Shengyi Huang — author profile and papers — Elamur Research" description: "Shengyi Huang, Jiangsu University of Science and Technology: 2 papers on Elamur Research (2024–2025), h-index 12 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/shengyi-huang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/shengyi-huang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Shengyi Huang # Shengyi Huang Shengyi Huang has 2 papers in our library, in 2024–2025, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Hamish Ivison](https://md.research.elamur.ai/free/en/authors/hamish-ivison/), [Nathan Lambert](https://md.research.elamur.ai/free/en/authors/nathan-lambert/), [Saumya Malik](https://md.research.elamur.ai/free/en/authors/saumya-malik/). 2 papers in our library · 2024–2025 [OpenAlex](https://openalex.org/A5101442842) · [ORCID](https://orcid.org/0000-0003-4986-1365) · [**h-index 12**](https://openalex.org/authors/A5101442842) · [65 works](https://openalex.org/works?filter=author.id:A5101442842) · [880 citations](https://openalex.org/works?filter=author.id:A5101442842&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/shengyi-huang/#papers) · [🔗 Cited 754 times in our library](https://md.research.elamur.ai/free/en/authors/shengyi-huang/cited-by/) · [3 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #3910](https://md.research.elamur.ai/free/en/paper-stars/page/40/#star-3910) 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=Shengyi+Huang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Shengyi+Huang) · [dblp](https://dblp.org/search?q=Shengyi+Huang) · [ACL Anthology](https://aclanthology.org/search/?q=Shengyi+Huang) ## Affiliations [🎓**Jiangsu University of Science and Technology** Zhenjiang · China 2025–2026 · 2 papers*current*](https://ror.org/00tyjp878) · [🏢**United Microelectronics** Hsinchu · Taiwan 2008–2019 · 12 papers](https://ror.org/0580qje17) · [🎓**National Taipei University of Technology** Taipei · Taiwan 2005–2012 · 11 papers](https://ror.org/00cn92c09) · [🎓**Drexel University** Philadelphia · United States 2018–2023 · 6 papersEducation 2018–2023 · Doctor of Philosophy, College of Computing & Informatics](https://md.research.elamur.ai/free/en/universities/drexel-university/) · [🔬**Guangxi Key Laboratory of Electrochemical and Magnetochemical Functional Materials** Guilin · China 2024–2025 · 5 papers](https://ror.org/03phaw016) · [🎓**Guilin University of Technology** Guilin · China 2024–2025 · 5 papers](https://ror.org/03z391397) · [🎓**National Yang Ming Chiao Tung University** Hsinchu · Taiwan 2004–2007 · 5 papers](https://md.research.elamur.ai/free/en/universities/national-yang-ming-chiao-tung-university/) · [🎓**Furman University** Greenville · United States 2013–2018Education 2013–2018 · Bachelor of Science, Computer Science; Mathematics](https://ror.org/04ytb9n23) 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. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 5 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/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [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/) · [Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/) 🧭 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/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/shengyi-huang/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/shengyi-huang/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Tulu 3: Pushing Frontiers in Open Language Model Post-Training](https://md.research.elamur.ai/free/en/papers/lambert-2024-tulu-3-pushing-frontiers-open/)** *(2024 · 423 citations)* Open post-training recipes have trailed proprietary ones, mostly because the data and procedures behind closed models are rarely disclosed. 2. **[Generalizing Verifiable Instruction Following](https://md.research.elamur.ai/free/en/papers/pyatkin-2025-generalizing-verifiable-instruction-following/)** *(2025 · 59 citations)* Language models are commonly tested on whether they obey checkable output rules, such as word counts or required formats. ## All works 5 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. [**Tulu 3: Pushing Frontiers in Open Language Model Post-Training arXiv:2411.15124**Nathan Lambert, Jacob Morrison, Valentina Pyatkin, et al.*2024 · 423 citations*](https://md.research.elamur.ai/free/en/papers/lambert-2024-tulu-3-pushing-frontiers-open/) 2. **[2 OLMo 2 Furious ↗](https://arxiv.org/abs/2501.00656) arXiv:2501.00656 · no summary yet**Team OLMo et al.*2025 · 262 citations* 3. **[Generalizing Verifiable Instruction Following](https://md.research.elamur.ai/free/en/papers/pyatkin-2025-generalizing-verifiable-instruction-following/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Valentina Pyatkin, Saumya Malik, Victoria Graf, et al.*2025 · 59 citations* 4. **[Part I: Tricks or Traps? A Deep Dive into RL for LLM Reasoning ↗](https://arxiv.org/abs/2508.08221) arXiv:2508.08221 · no summary yet**Zihe Liu et al.*2025 · 15 citations* 5. **[The N+ Implementation Details of RLHF with PPO: A Case Study on TL;DR Summarization ↗](https://arxiv.org/abs/2403.17031) arXiv:2403.17031 · no summary yet**Shengyi Huang et al.*2024 · 14 citations* ## Co-authors here 12 co-authors with a page, the most papers together first. - [Hamish Ivison](https://md.research.elamur.ai/free/en/authors/hamish-ivison/) ×2 - [Nathan Lambert](https://md.research.elamur.ai/free/en/authors/nathan-lambert/) ×2 - [Saumya Malik](https://md.research.elamur.ai/free/en/authors/saumya-malik/) ×2 - [Valentina Pyatkin](https://md.research.elamur.ai/free/en/authors/valentina-pyatkin/) ×2 - [Alisa Liu](https://md.research.elamur.ai/free/en/authors/alisa-liu/) - [Faeze Brahman](https://md.research.elamur.ai/free/en/authors/faeze-brahman/) - [Hannaneh Hajishirzi](https://md.research.elamur.ai/free/en/authors/hannaneh-hajishirzi/) - [Jacob Morrison](https://md.research.elamur.ai/free/en/authors/jacob-morrison/) - [Lester James V. Miranda](https://md.research.elamur.ai/free/en/authors/lester-james-v-miranda/) - [Nouha Dziri](https://md.research.elamur.ai/free/en/authors/nouha-dziri/) - [Pradeep Dasigi](https://md.research.elamur.ai/free/en/authors/pradeep-dasigi/) - [Yuling Gu](https://md.research.elamur.ai/free/en/authors/yuling-gu/) ## 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 2025](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2025/) ## Cited by Papers of our library cite their works 754 times (of the 149,439 papers whose bibliographies we read); [176 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/shengyi-huang/cited-by/). Updated 30 October 2026