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Zhengyang Wang

Zhengyang Wang has 2 papers in our library, in 2023–2026, most of them on Reasoning, Evaluation & benchmarks, Efficient models & compression; often with Bing Yin, Haodong Zou, Jie Chen.

2 papers in our library · 2023–2026

OpenAlex · ORCID · Wikidata · h-index 19 · 108 works · 1,934 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 114 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #7169

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

🏢AmazonSeattle · United States2022–2026 · 19 paperscurrent🎓Texas A&M UniversityCollege Station · United States2018–2022 · 18 papersEducation since 2018 · Ph.D. Student, Department of Computer Science and EngineeringEmployment since 2018 · Graduate Research Assistant, Department of Computer Science and Engineering🎓Vanderbilt UniversityNashville · United States2022–2025 · 12 papers🎓Harbin Engineering UniversityHarbin · China2020–2025 · 10 papers🎓Sun Yat-sen UniversityGuangzhou · China2016–2022 · 4 papers🎓University of California, Santa BarbaraSanta Barbara · United States2025 · 3 papers🎓Xi'an Jiaotong UniversityXi'an · China2021–2025 · 3 papers🎓Beijing University of Posts and TelecommunicationsBeijing · China2023–2024 · 3 papers🎓Wake Forest UniversityWinston-Salem · United States2021 · 3 papers🎓Washington State UniversityPullman · United States2016–2020 · 3 papersEducation 2016–2018 · Ph.D. student, School of Electrical Engineering and Computer ScienceEmployment 2016–2018 · Graduate Research Assistant, School of Electrical Engineering and Computer Science

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 22 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 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work

🧭 Topics 3Research subjects and languages the work is about.Reasoning · 2 worksEfficient models & compression · 1 workEvaluation & benchmarks · 1 work

 Works by year

2020s

20261 paper20231 paper

 Papers

The most cited first (OpenAlex and our library).

  1. SCOTT: Self-Consistent Chain-of-Thought Distillation (2023 · 146 citations)
    Chain-of-thought (CoT) prompting helps only very large LMs, and the rationales these models produce often fail to support, or even contradict, their answers.
  2. CompTab: A Comprehensive Benchmark for Real-World TableQA with Complex Reasoning and Irregular Tables (2026)
    Most TableQA benchmarks use tidy, well-formed tables, so they overstate how well LLMs handle the messy tables found in practice.

All works

4 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. Non-Local U-Nets for Biomedical Image Segmentation ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetZhengyang Wang et al.2020 · 177 citations
  2. SCOTT: Self-Consistent Chain-of-Thought DistillationAnnual Meeting of the Association for Computational Linguistics (ACL)Peifeng Wang, Zhengyang Wang, Zheng Li, et al.2023 · 146 citations
  3. Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs ↗arXiv:2408.00114 · no summary yetKewei Cheng et al.2024 · 16 citations
  4. CompTab: A Comprehensive Benchmark for Real-World TableQA with Complex Reasoning and Irregular TablesAnnual Meeting of the Association for Computational Linguistics (ACL)Zhen Yang, Wei Du, Jie Wang, et al.2026

 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 114 times (of the 149,439 papers whose bibliographies we read); 21 citing papers with a page here →.

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