--- title: "Jinyi Hu — author profile and papers · Vision & language" description: "Jinyi Hu, Hong Kong Polytechnic University: 3 papers on Elamur Research (2023–2025), h-index 7 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/jinyi-hu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jinyi-hu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jinyi Hu # Jinyi Hu Jinyi Hu has 3 papers in our library, in 2023–2025, most of them on [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/), [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Xu Han](https://md.research.elamur.ai/free/en/authors/xu-han/), [Chaoqun He](https://md.research.elamur.ai/free/en/authors/chaoqun-he/), [Chongyi Wang](https://md.research.elamur.ai/free/en/authors/chongyi-wang/). 3 papers in our library · 2023–2025 [OpenAlex](https://openalex.org/A5025369015) · [ORCID](https://orcid.org/0009-0009-5004-2341) · [**h-index 7**](https://openalex.org/authors/A5025369015) · [20 works](https://openalex.org/works?filter=author.id:A5025369015) · [252 citations](https://openalex.org/works?filter=author.id:A5025369015&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/jinyi-hu/#papers) · [🔗 Cited 569 times in our library](https://md.research.elamur.ai/free/en/authors/jinyi-hu/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #3776](https://md.research.elamur.ai/free/en/paper-stars/page/38/#star-3776) 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=Jinyi+Hu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jinyi+Hu) · [dblp](https://dblp.org/search?q=Jinyi+Hu) · [ACL Anthology](https://aclanthology.org/search/?q=Jinyi+Hu) ## Affiliations [🎓**Hong Kong Polytechnic University** Hong Kong · China 2025–2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/universities/hong-kong-polytechnic-university/) · [🎓**Tsinghua University** Beijing · China 2020–2024 · 13 papers](https://md.research.elamur.ai/free/en/universities/tsinghua-university/) 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 7 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 · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [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/) · [Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/) · [Computational Theory and Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computational-theory-and-mathematics/) 🧭 Topics 4 Research subjects and languages the work is about.[Vision & language · 2 works](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Multilingual & cross-lingual NLP · 1 work](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/jinyi-hu/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/jinyi-hu/year/2024/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/jinyi-hu/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems](https://md.research.elamur.ai/free/en/papers/he-2024-olympiadbench-challenging-benchmark-promoting-agi/)** *(2024 · 456 citations)* Frontier models now score near the top on older math benchmarks like GSM8K and MATH. With prompting, GPT-4 reaches 97.0% and 84.3% on them. Existing physics and multimodal test sets also tend to be easy, narrow in scope, or text-only. To give harder targets, the authors built OlympiadBench, a bilingual… 2. **[Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages](https://md.research.elamur.ai/free/en/papers/hu-2023-large-multilingual-models-pivot-zero/)** *(2023 · 43 citations)* Most large multimodal systems for image understanding and image generation work well only in English. Other languages lack the huge image-text collections such training needs: BLIP-2 used over 100M pairs, and Stable Diffusion used over 2B. The authors propose MPM, a training paradigm that uses a multilingual LLM as a… 3. **[Seed-Prover 1.5: Mastering Undergraduate-Level Theorem Proving via Learning from Experience](https://md.research.elamur.ai/free/en/papers/chen-2025-seed-prover-1-5/)** *(2025 · 19 citations)* Seed-Prover 1.5 (ByteDance Seed AI4Math) asks whether formal theorem proving in Lean can match the progress of natural-language LLM proving without large compute costs. ## 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. **[OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems](https://md.research.elamur.ai/free/en/papers/he-2024-olympiadbench-challenging-benchmark-promoting-agi/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Chaoqun He, Renjie Luo, Yuzhuo Bai, et al.*2024 · 456 citations* 2. **[RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback ↗](https://arxiv.org/abs/2312.00849) arXiv:2312.00849 · no summary yet**Tianyu Yu et al.*2023 · 217 citations* 3. [**Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages arXiv:2308.12038**Jinyi Hu, Yuan Yao, Chongyi Wang, et al.*2023 · 43 citations*](https://md.research.elamur.ai/free/en/papers/hu-2023-large-multilingual-models-pivot-zero/) 4. [**Seed-Prover 1.5: Mastering Undergraduate-Level Theorem Proving via Learning from Experience arXiv:2512.17260**Jiangjie Chen, Wenxiang Chen, Jiacheng Du, et al.*2025 · 19 citations*](https://md.research.elamur.ai/free/en/papers/chen-2025-seed-prover-1-5/) ## Co-authors here 12 of 22 co-authors with a page, the most papers together first. - [Xu Han](https://md.research.elamur.ai/free/en/authors/xu-han/) ×2 - [Chaoqun He](https://md.research.elamur.ai/free/en/authors/chaoqun-he/) - [Chongyi Wang](https://md.research.elamur.ai/free/en/authors/chongyi-wang/) - [Jiangjie Chen](https://md.research.elamur.ai/free/en/authors/jiangjie-chen/) - [Jie Liu](https://md.research.elamur.ai/free/en/authors/jie-liu/) - [Junhao Shen](https://md.research.elamur.ai/free/en/authors/junhao-shen/) - [Lei Qi](https://md.research.elamur.ai/free/en/authors/lei-qi/) - [Mingxuan Wang](https://md.research.elamur.ai/free/en/authors/mingxuan-wang/) - [Qianyu Chen](https://md.research.elamur.ai/free/en/authors/qianyu-chen/) - [Renjie Luo](https://md.research.elamur.ai/free/en/authors/renjie-luo/) - [Shan Wang](https://md.research.elamur.ai/free/en/authors/shan-wang/) - [Shengding Hu](https://md.research.elamur.ai/free/en/authors/shengding-hu/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2024](https://md.research.elamur.ai/free/en/venues/acl/2024/) ## Cited by Papers of our library cite their works 569 times (of the 149,439 papers whose bibliographies we read); [141 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jinyi-hu/cited-by/). Updated 31 October 2026