--- title: "Jianhui Pang · University of Macau — author profile and papers" description: "Jianhui Pang, University of Macau: 3 papers on Elamur Research (2024–2025), h-index 4 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/jianhui-pang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jianhui-pang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jianhui Pang # Jianhui Pang Jianhui Pang has 3 papers in our library, in 2024–2025, 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/), [Machine translation](https://md.research.elamur.ai/free/en/topics/machine-translation/); often with [Derek F. Wong](https://md.research.elamur.ai/free/en/authors/derek-f-wong/), [Dian Yu](https://md.research.elamur.ai/free/en/authors/dian-yu/), [Rui Wang](https://md.research.elamur.ai/free/en/authors/rui-wang/). 3 papers in our library · 2024–2025 [OpenAlex](https://openalex.org/A5093784845) · [**h-index 4**](https://openalex.org/authors/A5093784845) · [6 works](https://openalex.org/works?filter=author.id:A5093784845) · [64 citations](https://openalex.org/works?filter=author.id:A5093784845&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/jianhui-pang/#papers) · [🔗 Cited 255 times in our library](https://md.research.elamur.ai/free/en/authors/jianhui-pang/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #5766](https://md.research.elamur.ai/free/en/paper-stars/page/58/#star-5766) 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=Jianhui+Pang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jianhui+Pang) · [dblp](https://dblp.org/search?q=Jianhui+Pang) · [ACL Anthology](https://aclanthology.org/search/?q=Jianhui+Pang) ## Affiliations [🎓**University of Macau** Macao · China 2024–2025 · 6 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-macau/) · [🏢**Tencent** Shenzhen · China 2024 · 2 papers](https://md.research.elamur.ai/free/en/companies/tencent/) 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 5 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/) 🧭 Topics 3 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Machine translation · 1 work](https://md.research.elamur.ai/free/en/topics/machine-translation/) ## Works by year ### 2020s [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/jianhui-pang/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/jianhui-pang/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs](https://md.research.elamur.ai/free/en/papers/chen-2024-think-that-much-2-3/)** *(2024 · 192 citations)* Reasoning models in the o1 family get better accuracy by writing very long chains of thought. This paper argues that much of that extra test-time compute is wasted. The authors call the waste "overthinking": after a model already has the right answer to a trivial question, it keeps producing new solution attempts.… 2. **[Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models](https://md.research.elamur.ai/free/en/papers/pang-2025-salute-classic-revisiting-challenges-machine/)** *(2025 · 65 citations)* The paper asks whether the six classic obstacles for neural MT identified by Koehn and Knowles (2017) still apply when translation is done by decoder-only LLMs. 3. **[Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models](https://md.research.elamur.ai/free/en/papers/wang-2025-harnessing-reasoning-economy-survey-efficient/)** *(2025 · 16 citations)* Large Reasoning Models such as OpenAI o1, DeepSeek R1 and QwQ solve hard math and coding problems by producing long chains of thought. ## All works 4 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them. 1. [**Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs arXiv:2412.21187**Xingyu Chen, Jiahao Xu, Tian Liang, et al.*2024 · 192 citations*](https://md.research.elamur.ai/free/en/papers/chen-2024-think-that-much-2-3/) 2. **[Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models](https://md.research.elamur.ai/free/en/papers/pang-2025-salute-classic-revisiting-challenges-machine/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Jianhui Pang, Fanghua Ye, Derek Fai Wong, et al.*2025 · 65 citations* 3. **[Benchmarking and Improving Long-Text Translation with Large Language Models ↗](https://aclanthology.org/2024.findings-acl.428/) Findings of the Association for Computational Linguistics: ACL 2024 · no summary yet**Longyue Wang et al.*2024 · 26 citations* 4. [**Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models arXiv:2503.24377**Rui Wang, Hongru Wang, Boyang Xue, et al.*2025 · 16 citations*](https://md.research.elamur.ai/free/en/papers/wang-2025-harnessing-reasoning-economy-survey-efficient/) ## Co-authors here 12 of 22 co-authors with a page, the most papers together first. - [Derek F. Wong](https://md.research.elamur.ai/free/en/authors/derek-f-wong/) ×2 - [Dian Yu](https://md.research.elamur.ai/free/en/authors/dian-yu/) ×2 - [Rui Wang](https://md.research.elamur.ai/free/en/authors/rui-wang/) ×2 - [Zhaopeng Tu](https://md.research.elamur.ai/free/en/authors/zhaopeng-tu/) ×2 - [Boyang Xue](https://md.research.elamur.ai/free/en/authors/boyang-xue/) - [Fanghua Ye](https://md.research.elamur.ai/free/en/authors/fanghua-ye/) - [Guanhua Chen](https://md.research.elamur.ai/free/en/authors/guanhua-chen/) - [Heng Ji](https://md.research.elamur.ai/free/en/authors/heng-ji/) - [Hongru Wang](https://md.research.elamur.ai/free/en/authors/hongru-wang/) - [Jiahao Xu](https://md.research.elamur.ai/free/en/authors/jiahao-xu/) - [Kam-Fai Wong](https://md.research.elamur.ai/free/en/authors/kam-fai-wong/) - [Linfeng Song](https://md.research.elamur.ai/free/en/authors/linfeng-song/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/): [Transactions of the Association for Computational Linguistics (TACL) 2025](https://md.research.elamur.ai/free/en/venues/tacl/2025/) - Findings of the Association for Computational Linguistics: ACL 2024 ## Cited by Papers of our library cite their works 255 times (of the 149,439 papers whose bibliographies we read); [91 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jianhui-pang/cited-by/). Updated 30 October 2026