--- title: "Weiran Huang — author profile and papers — Elamur Research" description: "Weiran Huang, Shanghai Jiao Tong University: 2 papers on Elamur Research (2024–2026), h-index 17 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/weiran-huang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/weiran-huang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Weiran Huang # Weiran Huang Weiran Huang has 2 papers in our library, in 2024–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Chen Wang](https://md.research.elamur.ai/free/en/authors/chen-wang/), [Chenyang Shao](https://md.research.elamur.ai/free/en/authors/chenyang-shao/), [Di Zhang](https://md.research.elamur.ai/free/en/authors/di-zhang/). 2 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5057918643) · [ORCID](https://orcid.org/0000-0003-1193-6157) · [**h-index 17**](https://openalex.org/authors/A5057918643) · [66 works](https://openalex.org/works?filter=author.id:A5057918643) · [1,290 citations](https://openalex.org/works?filter=author.id:A5057918643&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/weiran-huang/#papers) · [🔗 Cited 45 times in our library](https://md.research.elamur.ai/free/en/authors/weiran-huang/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #8836](https://md.research.elamur.ai/free/en/paper-stars/page/89/#star-8836) 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=Weiran+Huang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Weiran+Huang) · [dblp](https://dblp.org/search?q=Weiran+Huang) · [ACL Anthology](https://aclanthology.org/search/?q=Weiran+Huang) ## Affiliations [🎓**Shanghai Jiao Tong University** Shanghai · China 2021–2026 · 26 papers*current*](https://md.research.elamur.ai/free/en/universities/shanghai-jiao-tong-university/) · [🔬**Shanghai Artificial Intelligence Laboratory** Shanghai · China 2023–2026 · 5 papers*current*](https://md.research.elamur.ai/free/en/labs/shanghai-artificial-intelligence-laboratory/) · [🎓**Shanghai Innovation Institute** Shanghai · China 2025–2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/universities/shanghai-innovation-institute/) · [🎓**Peking University** Beijing · China 2020–2023 · 9 papers](https://md.research.elamur.ai/free/en/universities/peking-university/) · [🏢**Huawei Technologies** Shenzhen · China 2018–2020 · 8 papers](https://md.research.elamur.ai/free/en/companies/huawei-technologies/) · [🎓**Tsinghua University** Beijing · China 2017–2019 · 5 papers](https://md.research.elamur.ai/free/en/universities/tsinghua-university/) · [🎓**Chinese University of Hong Kong** Hong Kong · China 2020–2021 · 2 papers](https://md.research.elamur.ai/free/en/universities/chinese-university-of-hong-kong/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 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 7 The field of science this work belongs to (OpenAlex fields).[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/) · [Materials Science · 1 work](https://md.research.elamur.ai/free/en/shelves/materials-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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/) · [Materials Chemistry · 1 work](https://md.research.elamur.ai/free/en/shelves/materials-science/materials-chemistry/) 🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/weiran-huang/year/2026/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/weiran-huang/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[ChemLLM: A Chemical Large Language Model](https://md.research.elamur.ai/free/en/papers/zhang-2024-chemllm-chemical-large-language-model/)** *(2024 · 82 citations)* General-purpose LLMs are increasingly used for chemistry, but none had been built specifically for the field. 2. **[Targeted Exploration via Unified Entropy Control for Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/wang-2026-targeted-exploration-unified-entropy-control/)** *(2026)* RL fine-tuning with GRPO, a critic-free method that normalizes rewards within rollout groups, tends to suffer from entropy collapse. ## 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. **[Few-Shot Learning With Global Class Representations ↗](https://doi.org/10.1109/iccv.2019.00981) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Aoxue Li et al.*2019 · 103 citations* 2. [**ChemLLM: A Chemical Large Language Model arXiv:2402.06852**Di Zhang, Wei Liu, Qian Tan, et al.*2024 · 82 citations*](https://md.research.elamur.ai/free/en/papers/zhang-2024-chemllm-chemical-large-language-model/) 3. **[Targeted Exploration via Unified Entropy Control for Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/wang-2026-targeted-exploration-unified-entropy-control/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Chen Wang, Lai Wei, Yanzhi Zhang, et al.*2026* ## Co-authors here 12 of 14 co-authors with a page, the most papers together first. - [Chen Wang](https://md.research.elamur.ai/free/en/authors/chen-wang/) - [Chenyang Shao](https://md.research.elamur.ai/free/en/authors/chenyang-shao/) - [Di Zhang](https://md.research.elamur.ai/free/en/authors/di-zhang/) - [Dongzhan Zhou](https://md.research.elamur.ai/free/en/authors/dongzhan-zhou/) - [Hang Yan](https://md.research.elamur.ai/free/en/authors/hang-yan/) - [Jiatong Li](https://md.research.elamur.ai/free/en/authors/jiatong-li/) - [Lai Wei](https://md.research.elamur.ai/free/en/authors/lai-wei/) - [Qian Tan](https://md.research.elamur.ai/free/en/authors/qian-tan/) - [Shufei Zhang](https://md.research.elamur.ai/free/en/authors/shufei-zhang/) - [Wanli Ouyang](https://md.research.elamur.ai/free/en/authors/wanli-ouyang/) - [Wei Liu](https://md.research.elamur.ai/free/en/authors/wei-liu/) - [Xiangyu Yue](https://md.research.elamur.ai/free/en/authors/xiangyu-yue/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) - IEEE/CVF International Conference on Computer Vision (ICCV) ## Cited by Papers of our library cite their works 45 times (of the 149,439 papers whose bibliographies we read); [13 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/weiran-huang/cited-by/). Updated 3 November 2026