--- title: "Zuming Huang — author profile and papers — Elamur Research" description: "Zuming Huang, Tsinghua Shenzhen International Graduate School: 2 papers on Elamur Research (2025–2026), h-index 3 — affiliations…" canonical: "https://research.elamur.ai/free/en/authors/zuming-huang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/zuming-huang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Zuming Huang # Zuming Huang Zuming Huang has 2 papers in our library, in 2025–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Haozhe Wang](https://md.research.elamur.ai/free/en/authors/haozhe-wang/), [Wei Chu](https://md.research.elamur.ai/free/en/authors/wei-chu/), [Biao Wu](https://md.research.elamur.ai/free/en/authors/biao-wu/). 2 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5111194074) · [**h-index 3**](https://openalex.org/authors/A5111194074) · [12 works](https://openalex.org/works?filter=author.id:A5111194074) · [31 citations](https://openalex.org/works?filter=author.id:A5111194074&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/zuming-huang/#papers) · [🔗 Cited 36 times in our library](https://md.research.elamur.ai/free/en/authors/zuming-huang/cited-by/) · [⭐ Paper Stars ranking: #9545](https://md.research.elamur.ai/free/en/paper-stars/page/96/#star-9545) 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=Zuming+Huang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Zuming+Huang) · [dblp](https://dblp.org/search?q=Zuming+Huang) · [ACL Anthology](https://aclanthology.org/search/?q=Zuming+Huang) ## Affiliations [🎓**Tsinghua University** Beijing · China 2024–2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/universities/tsinghua-university/) · [🎓**Tsinghua Shenzhen International Graduate School** Shenzhen · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/tsinghua-shenzhen-international-graduate-school/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 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).[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/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 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/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/zuming-huang/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/zuming-huang/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/wang-2025-vl-rethinker-incentivizing-self-reflection/)** *(2025 · 52 citations)* Reasoning-focused "slow-thinking" systems such as OpenAI-o1 clearly beat fast models on text math, but on visual math benchmarks they do little better than strong vision-language models like Qwen2.5-VL-72B. 2. **[Infinity-Parser: Layout-Aware Reinforcement Learning with High-quality Document Parsing Dataset](https://md.research.elamur.ai/free/en/papers/wang-2026-infinity-parser-layout-aware-reinforcement/)** *(2026 · 4 citations)* Converting scanned pages into structured Markdown is difficult. Pages mix paragraphs, tables, formulas and figures, and a parser must recover both the content and its layout and reading order. The authors identify two obstacles: there is little training data with precise, layout-aware annotation, and supervised… ## Co-authors here 10 co-authors with a page, the most papers together first. - [Haozhe Wang](https://md.research.elamur.ai/free/en/authors/haozhe-wang/) ×2 - [Wei Chu](https://md.research.elamur.ai/free/en/authors/wei-chu/) ×2 - [Biao Wu](https://md.research.elamur.ai/free/en/authors/biao-wu/) - [Chao Qu](https://md.research.elamur.ai/free/en/authors/chao-qu/) - [Fangzhen Lin](https://md.research.elamur.ai/free/en/authors/fangzhen-lin/) - [Jun Huang](https://md.research.elamur.ai/free/en/authors/jun-huang/) - [Ling Chen](https://md.research.elamur.ai/free/en/authors/ling-chen/) - [Meng Fang](https://md.research.elamur.ai/free/en/authors/meng-fang/) - [Wenhu Chen](https://md.research.elamur.ai/free/en/authors/wenhu-chen/) - [Yuan Qi](https://md.research.elamur.ai/free/en/authors/yuan-qi/) ## 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/) - [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/): [NeurIPS 2025](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2025/) ## Cited by Papers of our library cite their works 36 times (of the 149,439 papers whose bibliographies we read); [17 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/zuming-huang/cited-by/). Updated 3 November 2026