--- title: "Zheng Li — author profile and papers — Elamur Research" description: "Zheng Li, Kunming University of Science and Technology: 3 papers on Elamur Research (2021–2024), h-index 11 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/zheng-li/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/zheng-li/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Zheng Li # Zheng Li Zheng Li has 3 papers in our library, in 2021–2024, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [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/), [Bowen Jin](https://md.research.elamur.ai/free/en/authors/bowen-jin/), [Chulin Xie](https://md.research.elamur.ai/free/en/authors/chulin-xie/). 3 papers in our library · 2021–2024 [OpenAlex](https://openalex.org/A5100414942) · [ORCID](https://orcid.org/0000-0001-5909-3545) · [**h-index 11**](https://openalex.org/authors/A5100414942) · [29 works](https://openalex.org/works?filter=author.id:A5100414942) · [347 citations](https://openalex.org/works?filter=author.id:A5100414942&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/zheng-li/#papers) · [🔗 Cited 156 times in our library](https://md.research.elamur.ai/free/en/authors/zheng-li/cited-by/) · [⭐ Paper Stars ranking: #4304](https://md.research.elamur.ai/free/en/paper-stars/page/44/#star-4304) 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+Li) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Zheng+Li) · [dblp](https://dblp.org/search?q=Zheng+Li) · [ACL Anthology](https://aclanthology.org/search/?q=Zheng+Li) ## Affiliations [🎓**Kunming University of Science and Technology** Kunming · China 2025 · 1 paper*current*](https://ror.org/00xyeez13) · [🎓**University of Illinois Urbana-Champaign** Urbana · United States 2025 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/university-of-illinois-urbana-champaign/) · [🎓**Peking University** Beijing · China 2006–2023 · 7 papers](https://md.research.elamur.ai/free/en/universities/peking-university/) · [🏢**Amazon** Seattle · United States 2021–2025 · 5 papers](https://md.research.elamur.ai/free/en/companies/amazon/) · [🎓**Hong Kong University of Science and Technology** Hong Kong · Hong Kong 2019–2020 · 3 papers](https://md.research.elamur.ai/free/en/universities/hong-kong-university-of-science-and-technology/) · [🔬**Helmholtz Center for Information Security** Saarbrücken · Germany 2023 · 2 papers](https://md.research.elamur.ai/free/en/labs/helmholtz-center-for-information-security/) 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. ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 Shelves 8 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 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/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Sociology and Political Science · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/sociology-and-political-science/) 🧭 Topics 4 Research subjects and languages the work is about.[Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) · [English · 1 work](https://md.research.elamur.ai/free/en/topics/english/) · [Efficient models & compression · 1 work](https://md.research.elamur.ai/free/en/topics/efficient-models/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2024** 1 paper Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs](https://md.research.elamur.ai/free/en/papers/jin-2024-graph-chain-thought-augmenting-large/) · [**2023** 1 paper SCOTT: Self-Consistent Chain-of-Thought Distillation](https://md.research.elamur.ai/free/en/papers/wang-2023-scott-self-consistent-chain-thought/) · [**2021** 1 paper Exploring Text-transformers in AAAI 2021 Shared Task: COVID-19 Fake News Detection in English](https://md.research.elamur.ai/free/en/papers/li-2021-exploring-text-transformers-aaai-2021/) ## 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 · 145 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. **[Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs](https://md.research.elamur.ai/free/en/papers/jin-2024-graph-chain-thought-augmenting-large/)** *(2024 · 89 citations)* LLMs often hallucinate on knowledge-heavy questions. Standard retrieval augmentation treats each document as a separate unit, so it misses knowledge carried by links between texts, such as citations, co-purchases or legal references. Turning whole neighbourhoods into text is also impractical, because subgraphs grow… 3. **[Exploring Text-transformers in AAAI 2021 Shared Task: COVID-19 Fake News Detection in English](https://md.research.elamur.ai/free/en/papers/li-2021-exploring-text-transformers-aaai-2021/)** *(2021 · 44 citations)* The paper describes the third-place system in the Constraint@AAAI 2021 shared task. The task was binary classification of English social-media posts about COVID-19 (from Twitter, Facebook, Instagram and similar sources) as fake or real. The authors trained on the official dataset plus extra data they gathered online.… ## Co-authors here 10 co-authors with a page, the most papers together first. - [Bing Yin](https://md.research.elamur.ai/free/en/authors/bing-yin/) - [Bowen Jin](https://md.research.elamur.ai/free/en/authors/bowen-jin/) - [Chulin Xie](https://md.research.elamur.ai/free/en/authors/chulin-xie/) - [Jiawei Han](https://md.research.elamur.ai/free/en/authors/jiawei-han/) - [Peifeng Wang](https://md.research.elamur.ai/free/en/authors/peifeng-wang/) - [Sujian Li](https://md.research.elamur.ai/free/en/authors/sujian-li/) - [Xiang Long](https://md.research.elamur.ai/free/en/authors/xiang-long/) - [Xiang Ren](https://md.research.elamur.ai/free/en/authors/xiang-ren/) - [Yu Meng](https://md.research.elamur.ai/free/en/authors/yu-meng/) - [Yu Zhang](https://md.research.elamur.ai/free/en/authors/yu-zhang/) ## 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/): [ACL 2023](https://md.research.elamur.ai/free/en/venues/acl/2023/) - [Communications in computer and information science](https://md.research.elamur.ai/free/en/venues/communications-in-computer-and-information-science/): [Communications in computer and information science 2021](https://md.research.elamur.ai/free/en/venues/communications-in-computer-and-information-science/2021/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2024](https://md.research.elamur.ai/free/en/venues/findings/2024/) ## Cited by Papers of our library cite their works 156 times (of the 141,840 papers whose bibliographies we read); [8 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/zheng-li/cited-by/). Updated 24 October 2026