--- title: "Gang Li — author profile and papers — Elamur Research" description: "Gang Li, University of North Carolina at Chapel Hill: 2 papers on Elamur Research (2026), h-index 0 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/gang-li/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/gang-li/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Gang Li # Gang Li Gang Li has 2 papers in our library, in 2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Jinzhe Li](https://md.research.elamur.ai/free/en/authors/jinzhe-li/), [Meng Zhang](https://md.research.elamur.ai/free/en/authors/meng-zhang/), [Ming Liu](https://md.research.elamur.ai/free/en/authors/ming-liu/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5139803572) · [**h-index 0**](https://openalex.org/authors/A5139803572) · [3 works](https://openalex.org/works?filter=author.id:A5139803572) · [0 citations](https://openalex.org/works?filter=author.id:A5139803572&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/gang-li/#papers) · [⭐ Paper Stars ranking: #13556](https://md.research.elamur.ai/free/en/paper-stars/page/136/#star-13556) 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=Gang+Li) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Gang+Li) · [dblp](https://dblp.org/search?q=Gang+Li) · [ACL Anthology](https://aclanthology.org/search/?q=Gang+Li) ## Affiliations [🏛️**Chinese Academy of Sciences** Beijing · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🎓**Deakin University** Burwood · Australia 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/deakin-university/) · [🔬**Institute of Information Engineering** Beijing · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/labs/institute-of-information-engineering/) · [🔬**Shanghai Artificial Intelligence Laboratory** Shanghai · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/labs/shanghai-artificial-intelligence-laboratory/) · [🎓**University of North Carolina at Chapel Hill** Chapel Hill · United States 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/university-of-north-carolina-at-chapel-hill/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 7 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/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Sociology and Political Science · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/sociology-and-political-science/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/gang-li/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Knowledge-to-Verification: Exploring RLVR for LLMs in Knowledge-Intensive Domains](https://md.research.elamur.ai/free/en/papers/yuan-2026-knowledge-verification-exploring-rlvr-llms/)** *(2026)* RLVR has improved LLM reasoning mainly in math and code, where answers can be checked automatically. Fields such as agriculture, law and medicine lack such checkable data, and answer-only rewards are sparse and tolerate flawed reasoning. The authors propose K2V (Knowledge-to-Verification) to address both gaps. K2V… 2. **[The Digital Dunning-Kruger Effect: Decoupling Hallucinations via Geometric Hidden-state Observation for Semantic Truthfulness](https://md.research.elamur.ai/free/en/papers/mao-2026-digital-dunning-kruger-effect-decoupling/)** *(2026)* The paper tackles hallucination detection in LLMs. Black-box detectors that rely on repeated sampling or external verification are accurate but slow. Cheap white-box detectors miss errors that the model states with high confidence. The authors compare this to the Dunning-Kruger effect and split hallucinations into… ## Co-authors here 6 co-authors with a page, the most papers together first. - [Jinzhe Li](https://md.research.elamur.ai/free/en/authors/jinzhe-li/) - [Meng Zhang](https://md.research.elamur.ai/free/en/authors/meng-zhang/) - [Ming Liu](https://md.research.elamur.ai/free/en/authors/ming-liu/) - [Songyang Zhang](https://md.research.elamur.ai/free/en/authors/songyang-zhang/) - [Zhefan Wang](https://md.research.elamur.ai/free/en/authors/zhefan-wang/) - [Zhen Xu](https://md.research.elamur.ai/free/en/authors/zhen-xu/) ## 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/) ×2 Updated 2 November 2026