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Shengyi Huang

Shengyi Huang has 2 papers in our library, in 2024–2025, most of them on Language models & pretraining; often with Hamish Ivison, Nathan Lambert, Saumya Malik.

2 papers in our library · 2024–2025

OpenAlex · ORCID · h-index 12 · 65 works · 880 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 754 times in our library · 3 more in our library without a page yet · ⭐ Paper Stars ranking: #3910

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Jiangsu University of Science and TechnologyZhenjiang · China2025–2026 · 2 paperscurrent🏢United MicroelectronicsHsinchu · Taiwan2008–2019 · 12 papers🎓National Taipei University of TechnologyTaipei · Taiwan2005–2012 · 11 papers🎓Drexel UniversityPhiladelphia · United States2018–2023 · 6 papersEducation 2018–2023 · Doctor of Philosophy, College of Computing & Informatics🔬Guangxi Key Laboratory of Electrochemical and Magnetochemical Functional MaterialsGuilin · China2024–2025 · 5 papers🎓Guilin University of TechnologyGuilin · China2024–2025 · 5 papers🎓National Yang Ming Chiao Tung UniversityHsinchu · Taiwan2004–2007 · 5 papers🎓Furman UniversityGreenville · United States2013–2018Education 2013–2018 · Bachelor of Science, Computer Science; Mathematics

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 5The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksLanguage and Linguistics · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksMathematics · 1 work

🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work

 Works by year

2020s

20251 paper20241 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Tulu 3: Pushing Frontiers in Open Language Model Post-Training (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 (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-TrainingarXiv:2411.15124Nathan Lambert, Jacob Morrison, Valentina Pyatkin, et al.2024 · 423 citations
  2. 2 OLMo 2 Furious ↗arXiv:2501.00656 · no summary yetTeam OLMo et al.2025 · 262 citations
  3. Generalizing Verifiable Instruction FollowingConference on Neural Information Processing Systems (NeurIPS)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 ↗arXiv:2508.08221 · no summary yetZihe Liu et al.2025 · 15 citations
  5. The N+ Implementation Details of RLHF with PPO: A Case Study on TL;DR Summarization ↗arXiv:2403.17031 · no summary yetShengyi Huang et al.2024 · 14 citations

 Co-authors here

12 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 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 →.

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