--- title: "Tianyu Zheng — author profile and papers · Reasoning" description: "Tianyu Zheng, University of Electronic Science and Technology of China: 2 papers on Elamur Research (2023–2025), h-index 5 — affiliations…" canonical: "https://research.elamur.ai/free/en/authors/tianyu-zheng/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/tianyu-zheng/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Tianyu Zheng # Tianyu Zheng Tianyu Zheng has 2 papers in our library, in 2023–2025, 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/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Xiang Yue](https://md.research.elamur.ai/free/en/authors/xiang-yue/), [Bo Li](https://md.research.elamur.ai/free/en/authors/bo-li/), [Cong Wei](https://md.research.elamur.ai/free/en/authors/cong-wei/). 2 papers in our library · 2023–2025 [OpenAlex](https://openalex.org/A5101578269) · [**h-index 5**](https://openalex.org/authors/A5101578269) · [35 works](https://openalex.org/works?filter=author.id:A5101578269) · [147 citations](https://openalex.org/works?filter=author.id:A5101578269&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/tianyu-zheng/#papers) · [🔗 Cited 917 times in our library](https://md.research.elamur.ai/free/en/authors/tianyu-zheng/cited-by/) · [4 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #2389](https://md.research.elamur.ai/free/en/paper-stars/page/24/#star-2389) 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=Tianyu+Zheng) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Tianyu+Zheng) · [dblp](https://dblp.org/search?q=Tianyu+Zheng) · [ACL Anthology](https://aclanthology.org/search/?q=Tianyu+Zheng) ## Affiliations [🎓**University of Electronic Science and Technology of China** Chengdu · China 2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-electronic-science-and-technology-of-china/) · [🎓**Beijing University of Posts and Telecommunications** Beijing · China 2024 · 4 papers](https://md.research.elamur.ai/free/en/universities/beijing-university-of-posts-and-telecommunications/) 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 5 The field of science this work belongs to (OpenAlex fields).[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/) · [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 4 Research subjects and languages the work is about.[Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) · [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/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/tianyu-zheng/year/2025/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/tianyu-zheng/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI](https://md.research.elamur.ai/free/en/papers/yue-2023-mmmu-massive-multi-discipline-multimodal/)** *(2023 · 1,005 citations)* Multimodal models score very well on everyday visual benchmarks such as VQA-v2 and RefCOCO, but these tests rarely require specialist knowledge. 2. **[MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale](https://md.research.elamur.ai/free/en/papers/guo-2025-mammoth-vl-eliciting-multimodal-reasoning/)** *(2025 · 40 citations)* Open-source multimodal LLMs tend to struggle with complex reasoning. A major reason is that their instruction-tuning data is mostly recycled from academic VQA-style sets such as VQA, AI2D, and ChartQA, which offer short answers and no step-by-step justification. The authors propose a low-cost pipeline built entirely… ## All works 6 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. **[MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI](https://md.research.elamur.ai/free/en/papers/yue-2023-mmmu-massive-multi-discipline-multimodal/) [IEEE Computer Society Conference on Computer Vision and Pattern Recognition](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/)**Xiang Yue, Yuansheng Ni, Kai Zhang, et al.*2023 · 1,005 citations* 2. **[OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement ↗](https://aclanthology.org/2024.findings-acl.762/) Findings of the Association for Computational Linguistics: ACL 2024 · no summary yet**Tianyu Zheng et al.*2024 · 129 citations* 3. **[MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark ↗](https://arxiv.org/abs/2409.02813) arXiv:2409.02813 · no summary yet**Xiang Yue et al.*2024 · 123 citations* 4. **[SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines ↗](https://arxiv.org/abs/2502.14739) arXiv:2502.14739 · no summary yet**M-A-P Team et al.*2025 · 89 citations* 5. **[MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale](https://md.research.elamur.ai/free/en/papers/guo-2025-mammoth-vl-eliciting-multimodal-reasoning/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jiawei Guo, Tianyu Zheng, Yizhi Li, et al.*2025 · 40 citations* 6. **[LoopCoder: Scaling Code Intelligence via Looped Language Models ↗](https://aclanthology.org/2026.findings-acl.796/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Jian Yang et al.*2026* ## Co-authors here 12 of 15 co-authors with a page, the most papers together first. - [Xiang Yue](https://md.research.elamur.ai/free/en/authors/xiang-yue/) ×2 - [Bo Li](https://md.research.elamur.ai/free/en/authors/bo-li/) - [Cong Wei](https://md.research.elamur.ai/free/en/authors/cong-wei/) - [Dongfu Jiang](https://md.research.elamur.ai/free/en/authors/dongfu-jiang/) - [Ge Zhang](https://md.research.elamur.ai/free/en/authors/ge-zhang/) - [Graham Neubig](https://md.research.elamur.ai/free/en/authors/graham-neubig/) - [Kai Zhang](https://md.research.elamur.ai/free/en/authors/kai-zhang/) - [Samuel Stevens](https://md.research.elamur.ai/free/en/authors/samuel-stevens/) - [Weiming Ren](https://md.research.elamur.ai/free/en/authors/weiming-ren/) - [Wenhu Chen](https://md.research.elamur.ai/free/en/authors/wenhu-chen/) - [Yizhi Li](https://md.research.elamur.ai/free/en/authors/yizhi-li/) - [Yuansheng Ni](https://md.research.elamur.ai/free/en/authors/yuansheng-ni/) ## 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: ACL 2026 ×2 - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - [IEEE Computer Society Conference on Computer Vision and Pattern Recognition](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/): [IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2023](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2023/) ## Cited by Papers of our library cite their works 917 times (of the 149,439 papers whose bibliographies we read); [216 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/tianyu-zheng/cited-by/). Updated 30 October 2026