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Chengyu Huang

Chengyu Huang has 2 papers in our library, in 2026, most of them on Language models & pretraining, Reasoning; often with Claire Cardie, Zhengxin Zhang, Dan Zhao.

2 papers in our library · 2026

OpenAlex · ORCID · Wikidata · h-index 35 · 108 works · 4,331 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 3 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #12196

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

🎓The University of Texas at San Antonio Health Science CenterSan Antonio · United States2022–2026 · 2 paperscurrent🎓Cornell UniversityIthaca · United States2026 · 1 papercurrent🎓Jinan UniversityGuangzhou · China2026 · 1 papercurrent🏥Third Xiangya HospitalChangsha · China2026 · 1 papercurrent🎓Tsinghua UniversityBeijing · China2015–2025 · 49 papersEmployment🏥Beijing Tsinghua Chang Gung HospitalBeijing · China2015–2025 · 41 papers🎓Nippon Medical SchoolTokyo · Japan2010–2015 · 20 papers🏥Meitan General HospitalBeijing · China2010–2017 · 16 papers🏥Nippon Medical School HospitalTokyo · Japan2011–2015 · 9 papers🎓University of California, IrvineIrvine · United States2024 · 5 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 21 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 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works

🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 2 works

 Works by year

2020s

20262 papers

 Papers

The most cited first (OpenAlex and our library).

  1. Better LLM Reasoning via Dual-Play (2026 · 3 citations)
    Reinforcement learning with verifiable rewards (RLVR) has improved LLM reasoning, but it depends on large sets of curated problems with correct answers.
  2. GSM-Noise: Exploring and Enhancing Large Language Models' Reasoning under Noisy Inputs (2026)
    LLMs that score well on clean math benchmarks often fail when real users send messy prompts. The authors first examined long English prompts from WildChat-1M, using QwQ-32B as a checker. Grammar slips, symbol errors, misordered statements and irrelevant content were all common, and longer prompts contained more of…

All works

3 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. Matrix-transmitted paratensile signaling enables myofibroblast – fibroblast cross talk in fibrosis expansion ↗Proceedings of the National Academy of Sciences · no summary yetLongwei Liu et al.2020 · 93 citations
  2. Better LLM Reasoning via Dual-PlayFindings of the Association for Computational LinguisticsZhengxin Zhang, Chengyu Huang, Aochong Oliver Li, et al.2026 · 3 citations
  3. GSM-Noise: Exploring and Enhancing Large Language Models' Reasoning under Noisy InputsFindings of the Association for Computational LinguisticsZhengxin Zhang, Chengyu Huang, Xufu Liu, et al.2026

 Co-authors here

4 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 3 times (of the 149,439 papers whose bibliographies we read); 1 citing paper with a page here →.

Updated

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