--- title: "Zheng Chu — author profile and papers — Elamur Research" description: "Zheng Chu, University of Nottingham Ningbo China: 2 papers on Elamur Research (2023–2026), h-index 10 — affiliations, topics, co-authors…" canonical: "https://research.elamur.ai/free/en/authors/zheng-chu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/zheng-chu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Zheng Chu # Zheng Chu Zheng Chu has 2 papers in our library, in 2023–2026, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Bing Qin](https://md.research.elamur.ai/free/en/authors/bing-qin/), [Bingbing Xu](https://md.research.elamur.ai/free/en/authors/bingbing-xu/), [Haotian Wang](https://md.research.elamur.ai/free/en/authors/haotian-wang/). 2 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5100301317) · [ORCID](https://orcid.org/0009-0001-9415-3635) · [**h-index 10**](https://openalex.org/authors/A5100301317) · [51 works](https://openalex.org/works?filter=author.id:A5100301317) · [639 citations](https://openalex.org/works?filter=author.id:A5100301317&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/zheng-chu/#papers) · [🔗 Cited 102 times in our library](https://md.research.elamur.ai/free/en/authors/zheng-chu/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #7500](https://md.research.elamur.ai/free/en/paper-stars/page/75/#star-7500) 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=Zheng+Chu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Zheng+Chu) · [dblp](https://dblp.org/search?q=Zheng+Chu) · [ACL Anthology](https://aclanthology.org/search/?q=Zheng+Chu) ## Affiliations [🎓**University of Nottingham Ningbo China** Ningbo · China 2024–2026 · 7 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-nottingham-ningbo-china/) · [🎓**Xuzhou Medical College** Tongshan · China 2023–2025 · 8 papers](https://ror.org/04fe7hy80) · [🎓**Harbin Institute of Technology** Harbin · China 2023–2024 · 7 papers](https://md.research.elamur.ai/free/en/universities/harbin-institute-of-technology/) · [🎓**Hangzhou City University** Hangzhou 2023–2024 · 2 papers](https://ror.org/01wck0s05) · [🎓**Naval Aeronautical and Astronautical University** Yantai · China 2024 · 2 papers](https://ror.org/02j2yhq26) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 6 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).[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/) · [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/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 1 Research subjects and languages the work is about.[Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/zheng-chu/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/zheng-chu/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future](https://md.research.elamur.ai/free/en/papers/chu-2023-navigate-through-enigmatic-labyrinth-survey/)** *(2023 · 125 citations)* Large language models handle difficult problems much better when they write out intermediate reasoning before giving an answer. 2. **[Learning from Mistakes: Negative Reasoning Samples Enhance Out-of-Domain Generalization](https://md.research.elamur.ai/free/en/papers/xueyun-2026-learning-mistakes-negative-reasoning-samples/)** *(2026)* SFT on distilled chain-of-thought data usually relies on rejection sampling, which keeps only trajectories whose final answer is correct. ## 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. [**Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future arXiv:2309.15402**Zheng Chu, Jingchang Chen, Qianglong Chen, et al.*2023 · 125 citations*](https://md.research.elamur.ai/free/en/papers/chu-2023-navigate-through-enigmatic-labyrinth-survey/) 2. **[Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future ↗](https://aclanthology.org/2024.acl-long.65/) Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Zheng Chu et al.*2024 · 52 citations* 3. **[Learning from Mistakes: Negative Reasoning Samples Enhance Out-of-Domain Generalization](https://md.research.elamur.ai/free/en/papers/xueyun-2026-learning-mistakes-negative-reasoning-samples/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Tian Xueyun, MingHua Ma, Bingbing Xu, et al.*2026* ## Co-authors here 12 of 14 co-authors with a page, the most papers together first. - [Bing Qin](https://md.research.elamur.ai/free/en/authors/bing-qin/) - [Bingbing Xu](https://md.research.elamur.ai/free/en/authors/bingbing-xu/) - [Haotian Wang](https://md.research.elamur.ai/free/en/authors/haotian-wang/) - [Heng Dong](https://md.research.elamur.ai/free/en/authors/heng-dong/) - [Huawei Shen](https://md.research.elamur.ai/free/en/authors/huawei-shen/) - [Ming Liu](https://md.research.elamur.ai/free/en/authors/ming-liu/) - [MingHua Ma](https://md.research.elamur.ai/free/en/authors/minghua-ma/) - [Qianglong Chen](https://md.research.elamur.ai/free/en/authors/qianglong-chen/) - [Tian Xueyun](https://md.research.elamur.ai/free/en/authors/tian-xueyun/) - [Ting Liu](https://md.research.elamur.ai/free/en/authors/ting-liu/) - [Wei Li](https://md.research.elamur.ai/free/en/authors/wei-li/) - [Weihua Peng](https://md.research.elamur.ai/free/en/authors/weihua-peng/) ## 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/) ## Cited by Papers of our library cite their works 102 times (of the 149,439 papers whose bibliographies we read); [27 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/zheng-chu/cited-by/). Updated 2 November 2026