--- title: "Yi Peng — author profile and papers — Elamur Research" description: "Yi Peng, Chinese Academy of Tropical Agricultural Sciences: 3 papers on Elamur Research (2025), h-index 22 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/yi-peng/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/yi-peng/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Yi Peng # Yi Peng Yi Peng has 3 papers in our library, in 2025, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Jiangbo Pei](https://md.research.elamur.ai/free/en/authors/jiangbo-pei/), [Peiyu Wang](https://md.research.elamur.ai/free/en/authors/peiyu-wang/), [Yunzhuo Hao](https://md.research.elamur.ai/free/en/authors/yunzhuo-hao/). 3 papers in our library · 2025 [OpenAlex](https://openalex.org/A5046223845) · [ORCID](https://orcid.org/0000-0003-1528-2330) · [**h-index 22**](https://openalex.org/authors/A5046223845) · [94 works](https://openalex.org/works?filter=author.id:A5046223845) · [2,277 citations](https://openalex.org/works?filter=author.id:A5046223845&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/yi-peng/#papers) · [🔗 Cited 33 times in our library](https://md.research.elamur.ai/free/en/authors/yi-peng/cited-by/) · [⭐ Paper Stars ranking: #8344](https://md.research.elamur.ai/free/en/paper-stars/page/84/#star-8344) 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=Yi+Peng) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Yi+Peng) · [dblp](https://dblp.org/search?q=Yi+Peng) · [ACL Anthology](https://aclanthology.org/search/?q=Yi+Peng) ## Affiliations [🏢**Pangang Group Panzhihua Iron and Steel Research Institute** Panzhihua · China 2020–2025 · 6 papers*current*](https://ror.org/04m3vk516) · [🎓**Chinese University of Hong Kong, Shenzhen** Shenzhen · China 2024–2025 · 3 papers*current*](https://md.research.elamur.ai/free/en/universities/chinese-university-of-hong-kong-shenzhen/) · [🎓**Huazhong University of Science and Technology** Wuhan · China 2025 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/huazhong-university-of-science-and-technology/) · [🏥**Hubei Cancer Hospital** Wuhan · China 2025 · 2 papers*current*](https://ror.org/05p38yh32) · [🏛️**Chinese Academy of Tropical Agricultural Sciences** Haikou · China 2025 · 1 paper*current*](https://ror.org/003qeh975) · [🏥**Fourth Hospital of Hebei Medical University** Shijiazhuang · China 2025 · 1 paper*current*](https://ror.org/01mdjbm03) · [🎓**Hunan University** Changsha · China 2025 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/hunan-university/) · [🏛️**Ministry of Natural Resources** Beijing · China 2025 · 1 paper*current*](https://ror.org/02kxqx159) · [🏛️**National Administration of Surveying, Mapping and Geoinformation of China** Beijing · China 2025 · 1 paper*current*](https://ror.org/04z3map19) · [🎓**Tianjin University of Technology and Education** Tianjin · China 2025 · 1 paper*current*](https://ror.org/035gwtk09) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 22 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 5 The field of science this work belongs to (OpenAlex fields).[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/) · [Computer Vision and Pattern Recognition · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 2 Research subjects and languages the work is about.[Reasoning · 3 works](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Vision & language · 3 works](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2025** 3 papers](https://md.research.elamur.ai/free/en/authors/yi-peng/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[Skywork R1V: Pioneering Multimodal Reasoning with Chain-of-Thought](https://md.research.elamur.ai/free/en/papers/peng-2025-skywork-r1v-pioneering-multimodal/)** *(2025 · 17 citations)* Vision-language models describe images well but fall behind text-only reasoning LLMs on multi-step tasks such as geometry proofs. 2. **[Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning](https://md.research.elamur.ai/free/en/papers/wang-2025-skywork-r1v2-multimodal-hybrid/)** *(2025 · 10 citations)* "Slow-thinking" vision-language models tend to improve on math and science benchmarks, but they often lose accuracy on everyday perception tasks and hallucinate more about image content. 3. **[Skywork-R1V3 Technical Report](https://md.research.elamur.ai/free/en/papers/shen-2025-skywork-r1v3-technical-report/)** *(2025 · 6 citations)* Open-source vision-language models still trail proprietary systems on complex visual reasoning, partly because high-quality multimodal annotations are scarce. ## Co-authors here 12 of 13 co-authors with a page, the most papers together first. - [Jiangbo Pei](https://md.research.elamur.ai/free/en/authors/jiangbo-pei/) ×3 - [Peiyu Wang](https://md.research.elamur.ai/free/en/authors/peiyu-wang/) ×3 - [Yunzhuo Hao](https://md.research.elamur.ai/free/en/authors/yunzhuo-hao/) ×3 - [Jianhao Zhang](https://md.research.elamur.ai/free/en/authors/jianhao-zhang/) ×2 - [Tianyidan Xie](https://md.research.elamur.ai/free/en/authors/tianyidan-xie/) ×2 - [Wei Shen](https://md.research.elamur.ai/free/en/authors/wei-shen/) ×2 - [Weijie Qiu](https://md.research.elamur.ai/free/en/authors/weijie-qiu/) ×2 - [Xiaokun Wang](https://md.research.elamur.ai/free/en/authors/xiaokun-wang/) ×2 - [Xuchen Song](https://md.research.elamur.ai/free/en/authors/xuchen-song/) ×2 - [Yang Liu](https://md.research.elamur.ai/free/en/authors/yang-liu/) ×2 - [Yichen Wei](https://md.research.elamur.ai/free/en/authors/yichen-wei/) ×2 - [Jian Peng](https://md.research.elamur.ai/free/en/authors/jian-peng/) ## Cited by Papers of our library cite their works 33 times (of the 149,439 papers whose bibliographies we read); [9 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/yi-peng/cited-by/). Updated 1 November 2026