--- title: "Zhengyang Wang · Amazon — author profile and papers" description: "Zhengyang Wang, Amazon: 2 papers on Elamur Research (2023–2026), h-index 19 — affiliations, topics, co-authors and who cites them in…" canonical: "https://research.elamur.ai/free/en/authors/zhengyang-wang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/zhengyang-wang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Zhengyang Wang # Zhengyang Wang Zhengyang Wang has 2 papers in our library, in 2023–2026, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Efficient models & compression](https://md.research.elamur.ai/free/en/topics/efficient-models/); often with [Bing Yin](https://md.research.elamur.ai/free/en/authors/bing-yin/), [Haodong Zou](https://md.research.elamur.ai/free/en/authors/haodong-zou/), [Jie Chen](https://md.research.elamur.ai/free/en/authors/jie-chen/). 2 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5100656202) · [ORCID](https://orcid.org/0000-0002-5146-2884) · [Wikidata](https://www.wikidata.org/wiki/Q130938186) · [**h-index 19**](https://openalex.org/authors/A5100656202) · [108 works](https://openalex.org/works?filter=author.id:A5100656202) · [1,934 citations](https://openalex.org/works?filter=author.id:A5100656202&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/zhengyang-wang/#papers) · [🔗 Cited 114 times in our library](https://md.research.elamur.ai/free/en/authors/zhengyang-wang/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #7169](https://md.research.elamur.ai/free/en/paper-stars/page/72/#star-7169) 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=Zhengyang+Wang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Zhengyang+Wang) · [dblp](https://dblp.org/search?q=Zhengyang+Wang) · [ACL Anthology](https://aclanthology.org/search/?q=Zhengyang+Wang) ## Affiliations [🏢**Amazon** Seattle · United States 2022–2026 · 19 papers*current*](https://md.research.elamur.ai/free/en/companies/amazon/) · [🎓**Texas A&M University** College Station · United States 2018–2022 · 18 papersEducation since 2018 · Ph.D. Student, Department of Computer Science and EngineeringEmployment since 2018 · Graduate Research Assistant, Department of Computer Science and Engineering](https://md.research.elamur.ai/free/en/universities/texas-a-m-university/) · [🎓**Vanderbilt University** Nashville · United States 2022–2025 · 12 papers](https://md.research.elamur.ai/free/en/universities/vanderbilt-university/) · [🎓**Harbin Engineering University** Harbin · China 2020–2025 · 10 papers](https://md.research.elamur.ai/free/en/universities/harbin-engineering-university/) · [🎓**Sun Yat-sen University** Guangzhou · China 2016–2022 · 4 papers](https://md.research.elamur.ai/free/en/universities/sun-yat-sen-university/) · [🎓**University of California, Santa Barbara** Santa Barbara · United States 2025 · 3 papers](https://md.research.elamur.ai/free/en/universities/university-of-california-santa-barbara/) · [🎓**Xi'an Jiaotong University** Xi'an · China 2021–2025 · 3 papers](https://md.research.elamur.ai/free/en/universities/xi-an-jiaotong-university/) · [🎓**Beijing University of Posts and Telecommunications** Beijing · China 2023–2024 · 3 papers](https://md.research.elamur.ai/free/en/universities/beijing-university-of-posts-and-telecommunications/) · [🎓**Wake Forest University** Winston-Salem · United States 2021 · 3 papers](https://md.research.elamur.ai/free/en/universities/wake-forest-university/) · [🎓**Washington State University** Pullman · United States 2016–2020 · 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](https://ror.org/05dk0ce17) 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 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/) · [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/) 🧭 Topics 3 Research subjects and languages the work is about.[Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Efficient models & compression · 1 work](https://md.research.elamur.ai/free/en/topics/efficient-models/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/zhengyang-wang/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/zhengyang-wang/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[SCOTT: Self-Consistent Chain-of-Thought Distillation](https://md.research.elamur.ai/free/en/papers/wang-2023-scott-self-consistent-chain-thought/)** *(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](https://md.research.elamur.ai/free/en/papers/yang-2026-comptab-comprehensive-benchmark-real-world/)** *(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 ↗](https://doi.org/10.1609/aaai.v34i04.6100) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Zhengyang Wang et al.*2020 · 177 citations* 2. **[SCOTT: Self-Consistent Chain-of-Thought Distillation](https://md.research.elamur.ai/free/en/papers/wang-2023-scott-self-consistent-chain-thought/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Peifeng Wang, Zhengyang Wang, Zheng Li, et al.*2023 · 146 citations* 3. **[Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs ↗](https://arxiv.org/abs/2408.00114) arXiv:2408.00114 · no summary yet**Kewei Cheng et al.*2024 · 16 citations* 4. **[CompTab: A Comprehensive Benchmark for Real-World TableQA with Complex Reasoning and Irregular Tables](https://md.research.elamur.ai/free/en/papers/yang-2026-comptab-comprehensive-benchmark-real-world/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Zhen Yang, Wei Du, Jie Wang, et al.*2026* ## Co-authors here 12 co-authors with a page, the most papers together first. - [Bing Yin](https://md.research.elamur.ai/free/en/authors/bing-yin/) - [Haodong Zou](https://md.research.elamur.ai/free/en/authors/haodong-zou/) - [Jie Chen](https://md.research.elamur.ai/free/en/authors/jie-chen/) - [Jie Wang](https://md.research.elamur.ai/free/en/authors/jie-wang/) - [Peifeng Wang](https://md.research.elamur.ai/free/en/authors/peifeng-wang/) - [Shicheng Tan](https://md.research.elamur.ai/free/en/authors/shicheng-tan/) - [Wei Du](https://md.research.elamur.ai/free/en/authors/wei-du/) - [Xiang Ren](https://md.research.elamur.ai/free/en/authors/xiang-ren/) - [Yifan Gao](https://md.research.elamur.ai/free/en/authors/yifan-gao/) - [Yongbin Liu](https://md.research.elamur.ai/free/en/authors/yongbin-liu/) - [Zhen Yang](https://md.research.elamur.ai/free/en/authors/zhen-yang/) - [Zheng Li](https://md.research.elamur.ai/free/en/authors/zheng-li/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/), [ACL 2023](https://md.research.elamur.ai/free/en/venues/acl/2023/) - Proceedings of the AAAI Conference on Artificial Intelligence ## 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 →](https://md.research.elamur.ai/free/en/authors/zhengyang-wang/cited-by/). Updated 2 November 2026