--- title: "Lewei He — author profile and papers — Elamur Research" description: "Lewei He, South China Normal University: 2 papers on Elamur Research (2026), h-index 9 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/lewei-he/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/lewei-he/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Lewei He # Lewei He Lewei He 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/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Jiahui Pan](https://md.research.elamur.ai/free/en/authors/jiahui-pan/), [Fan Liu](https://md.research.elamur.ai/free/en/authors/fan-liu/), [Min Zhang](https://md.research.elamur.ai/free/en/authors/min-zhang/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5100597610) · [ORCID](https://orcid.org/0009-0008-1877-174X) · [**h-index 9**](https://openalex.org/authors/A5100597610) · [38 works](https://openalex.org/works?filter=author.id:A5100597610) · [148 citations](https://openalex.org/works?filter=author.id:A5100597610&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/lewei-he/#papers) · [⭐ Paper Stars ranking: #13726](https://md.research.elamur.ai/free/en/paper-stars/page/138/#star-13726) 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=Lewei+He) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Lewei+He) · [dblp](https://dblp.org/search?q=Lewei+He) · [ACL Anthology](https://aclanthology.org/search/?q=Lewei+He) ## Affiliations [🎓**South China Normal University** Guangzhou · China 2022–2026 · 16 papers*current*](https://md.research.elamur.ai/free/en/universities/south-china-normal-university/) · [🎓**University of Science and Technology of China** Hefei · China 2010–2014 · 4 papers](https://md.research.elamur.ai/free/en/universities/university-of-science-and-technology-of-china/) · [🎓**Lancaster University** Lancaster · United Kingdom 2024–2025 · 2 papers](https://md.research.elamur.ai/free/en/universities/lancaster-university/) · [🎓**Chongqing University** Chongqing · China 2019 · 2 papers](https://md.research.elamur.ai/free/en/universities/chongqing-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 5 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 6 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/) · [Human-Computer Interaction · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/human-computer-interaction/) 🧭 Topics 3 Research subjects and languages the work is about.[Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [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/lewei-he/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[NaturalGAIA: A Verifiable Benchmark and Hierarchical Framework for Long-Horizon GUI Tasks](https://md.research.elamur.ai/free/en/papers/zheng-2026-naturalgaia-verifiable-benchmark-hierarchical-framework/)** *(2026)* GUI agent benchmarks tend to fall into two camps. Some are realistic but hard to verify because they depend on MLLM judges or manual checks. Others are verifiable but use simplified, context-free instructions. NaturalGAIA bridges this gap with 276 tasks whose logical backbone is a causal path over a knowledge graph… 2. **[Think Faster Than Words: Efficient LLM Chain-of-Thought Reasoning via Dynamic Shortcut Decoding](https://md.research.elamur.ai/free/en/papers/liu-2026-think-faster-than-words-efficient/)** *(2026)* Reasoning-oriented LLMs often keep producing chain-of-thought text after the problem is effectively solved. ## Co-authors here 4 co-authors with a page, the most papers together first. - [Jiahui Pan](https://md.research.elamur.ai/free/en/authors/jiahui-pan/) ×2 - [Fan Liu](https://md.research.elamur.ai/free/en/authors/fan-liu/) - [Min Zhang](https://md.research.elamur.ai/free/en/authors/min-zhang/) - [Qianglong Chen](https://md.research.elamur.ai/free/en/authors/qianglong-chen/) ## 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