--- title: "Junting Pan — author profile and papers — Elamur Research" description: "Junting Pan, Institute of Agricultural Resources and Regional Planning: 2 papers on Elamur Research (2024), h-index 7 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/junting-pan/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/junting-pan/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Junting Pan # Junting Pan Junting Pan has 2 papers in our library, in 2024, 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 [Hongsheng Li](https://md.research.elamur.ai/free/en/authors/hongsheng-li/), [Ke Wang](https://md.research.elamur.ai/free/en/authors/ke-wang/), [Mingjie Zhan](https://md.research.elamur.ai/free/en/authors/mingjie-zhan/). 2 papers in our library · 2024 [OpenAlex](https://openalex.org/A5088732762) · [**h-index 7**](https://openalex.org/authors/A5088732762) · [14 works](https://openalex.org/works?filter=author.id:A5088732762) · [481 citations](https://openalex.org/works?filter=author.id:A5088732762&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/junting-pan/#papers) · [🔗 Cited 321 times in our library](https://md.research.elamur.ai/free/en/authors/junting-pan/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #5465](https://md.research.elamur.ai/free/en/paper-stars/page/55/#star-5465) 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=Junting+Pan) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Junting+Pan) · [dblp](https://dblp.org/search?q=Junting+Pan) · [ACL Anthology](https://aclanthology.org/search/?q=Junting+Pan) ## Affiliations [🏛️**Chinese Academy of Agricultural Sciences** Beijing · China 2022–2025 · 7 papers*current*](https://ror.org/0313jb750) · [🔬**Institute of Agricultural Resources and Regional Planning** Beijing · China 2022–2025 · 6 papers*current*](https://ror.org/01nrzdp21) · [🏢**ByteDance** Beijing · China 2024 · 2 papers](https://md.research.elamur.ai/free/en/companies/bytedance/) 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 8 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/) · [Applied Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/applied-mathematics/) · [Computational Theory and Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computational-theory-and-mathematics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Artificial Intelligence · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 1 work](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 · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2024** 2 papers](https://md.research.elamur.ai/free/en/authors/junting-pan/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset](https://md.research.elamur.ai/free/en/papers/wang-2024-measuring-multimodal-mathematical-reasoning-math/)** *(2024 · 203 citations)* Large Multimodal Models (LMMs) now score close to people on MathVista, the most widely used benchmark for visual math reasoning. 2. **[Step-Controlled DPO: Leveraging Stepwise Error for Enhanced Mathematical Reasoning](https://md.research.elamur.ai/free/en/papers/lu-2024-step-controlled-dpo-leveraging-stepwise/)** *(2024 · 23 citations)* Standard DPO for math reasoning labels whole solutions as good or bad based only on the final answer. This coarse signal does not show the model where a reasoning chain breaks down, and human step-level annotation is costly. The authors propose Step-Controlled DPO (SCDPO), which builds step-level error supervision… ## 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. **[SAM 2: Segment Anything in Images and Videos ↗](https://arxiv.org/abs/2408.00714) arXiv (Cornell University) · no summary yet**Nikhila Ravi et al.*2024 · 426 citations* 2. **[Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset](https://md.research.elamur.ai/free/en/papers/wang-2024-measuring-multimodal-mathematical-reasoning-math/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Ke Wang, Junting Pan, Weikang Shi, et al.*2024 · 203 citations* 3. [**Step-Controlled DPO: Leveraging Stepwise Error for Enhanced Mathematical Reasoning arXiv:2407.00782**Zimu Lu, Aojun Zhou, Ke Wang, et al.*2024 · 23 citations*](https://md.research.elamur.ai/free/en/papers/lu-2024-step-controlled-dpo-leveraging-stepwise/) ## Co-authors here 7 co-authors with a page, the most papers together first. - [Hongsheng Li](https://md.research.elamur.ai/free/en/authors/hongsheng-li/) ×2 - [Ke Wang](https://md.research.elamur.ai/free/en/authors/ke-wang/) ×2 - [Mingjie Zhan](https://md.research.elamur.ai/free/en/authors/mingjie-zhan/) ×2 - [Weikang Shi](https://md.research.elamur.ai/free/en/authors/weikang-shi/) ×2 - [Zimu Lu](https://md.research.elamur.ai/free/en/authors/zimu-lu/) ×2 - [Aojun Zhou](https://md.research.elamur.ai/free/en/authors/aojun-zhou/) - [Houxing Ren](https://md.research.elamur.ai/free/en/authors/houxing-ren/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/): [NeurIPS 2024](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2024/) ## Cited by Papers of our library cite their works 321 times (of the 149,439 papers whose bibliographies we read); [66 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/junting-pan/cited-by/). Updated 30 October 2026