--- title: "Jiahui Pan — author profile and papers — Elamur Research" description: "Jiahui Pan, Chinese University of Hong Kong: 2 papers on Elamur Research (2026), h-index 40 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/jiahui-pan/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jiahui-pan/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jiahui Pan # Jiahui Pan Jiahui Pan 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 [Lewei He](https://md.research.elamur.ai/free/en/authors/lewei-he/), [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/A5023225646) · [ORCID](https://orcid.org/0000-0002-7576-6743) · [Wikidata](https://www.wikidata.org/wiki/Q89701654) · [**h-index 40**](https://openalex.org/authors/A5023225646) · [241 works](https://openalex.org/works?filter=author.id:A5023225646) · [5,462 citations](https://openalex.org/works?filter=author.id:A5023225646&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/jiahui-pan/#papers) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #13639](https://md.research.elamur.ai/free/en/paper-stars/page/137/#star-13639) 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=Jiahui+Pan) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jiahui+Pan) · [dblp](https://dblp.org/search?q=Jiahui+Pan) · [ACL Anthology](https://aclanthology.org/search/?q=Jiahui+Pan) ## Affiliations [🎓**South China Normal University** Guangzhou · China 2012–2026 · 166 papers*current*](https://md.research.elamur.ai/free/en/universities/south-china-normal-university/) · [🎓**Chinese University of Hong Kong** Hong Kong · China 2025–2026 · 7 papers*current*](https://md.research.elamur.ai/free/en/universities/chinese-university-of-hong-kong/) · [🎓**South China University of Technology** Guangzhou · China 2012–2023 · 13 papers](https://md.research.elamur.ai/free/en/universities/south-china-university-of-technology/) · [🎓**Sun Yat-sen University** Guangzhou · China 2018–2023 · 7 papers](https://md.research.elamur.ai/free/en/universities/sun-yat-sen-university/) · [🎓**Inner Mongolia University** Hohhot · China 2022–2025 · 6 papers](https://md.research.elamur.ai/free/en/universities/inner-mongolia-university/) · [🎓**Jilin University** Changchun · China 2018–2023 · 5 papers](https://md.research.elamur.ai/free/en/universities/jilin-university/) · [🎓**Jiangsu University** Zhenjiang · China 2022–2025 · 4 papers](https://ror.org/03jc41j30) · [🎓**Guangdong Medical College** Zhanjiang · China 2025 · 3 papers](https://ror.org/04k5rxe29) · [🎓**Nanjing University of Aeronautics and Astronautics** Nanjing · China 2023–2025 · 2 papers](https://md.research.elamur.ai/free/en/universities/nanjing-university-of-aeronautics-and-astronautics/) · [🎓**Guangzhou University of Chinese Medicine** Guangzhou · China 2019–2024 · 2 papers](https://ror.org/03qb7bg95) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 21 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/jiahui-pan/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. ## 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. **[Action Assessment by Joint Relation Graphs ↗](https://doi.org/10.1109/iccv.2019.00643) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Jiahui Pan, Jibin Gao, Wei‐Shi Zheng*2019 · 144 citations* 2. **[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/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Zihan Zheng, Tianle Cui, Taoran Wang, et al.*2026* 3. **[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/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Fan Liu, Yanhao Wang, Min Zhang, et al.*2026* ## Co-authors here 4 co-authors with a page, the most papers together first. - [Lewei He](https://md.research.elamur.ai/free/en/authors/lewei-he/) ×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 - IEEE/CVF International Conference on Computer Vision (ICCV) Updated 2 November 2026