🧑‍🔬 Yiyang Zhou

🏛️ Affiliations

🏢Bristol-Myers SquibbNew York · United States2018–2026 · 6 papersEmployment since 2018 · Research Investigator II, Chemical Process Developmentcurrent🎓Peking UniversityBeijing · China2010–2026 · 4 papersEducation 2010–2014 · Bachelor of Science, College of Chemistry and Molecular Engineeringcurrent🔬Center for High Pressure Science and Technology Advanced ResearchShanghai · China2025–2026 · 2 paperscurrent🎓Jilin UniversityChangchun · China2025–2026 · 2 paperscurrent🔬State Key Laboratory of Inorganic Synthesis and Preparative ChemistryChangchun2025–2026 · 2 paperscurrent🎓University of North Carolina at Chapel HillChapel Hill · United States2023–2025 · 4 papers🎓Sichuan UniversityChengdu · China2024–2025 · 3 papers🎓Purdue University West LafayetteWest Lafayette · United States2016–2020 · 3 papers🔬Beijing National Laboratory for Molecular SciencesBeijing · China2013–2015 · 3 papers🔬State Key Laboratory for Structural Chemistry of Unstable and Stable SpeciesBeijing2013–2015 · 3 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 16 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.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality (2023 · 427 citations)
   Before mPLUG-Owl, open multimodal chat models such as MiniGPT-4 and LLaVA used a frozen vision encoder and only a small trainable bridge to the language model.
2. SimpleOCR: Rendering Visual Questions to Teach MLLMs to Read (2026)
   The paper asks whether multimodal LLMs actually use their OCR skills during reasoning or mostly rely on the question supplied as text.

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. mPLUG-Owl: Modularization Empowers Large Language Models with MultimodalityarXiv:2304.14178Qinghao Ye, Haiyang Xu, Guohai Xu, et al.2023 · 427 citations
2. Analyzing and Mitigating Object Hallucination in Large Vision-Language Models ↗arXiv:2310.00754 · no summary yetYiyang Zhou et al.2023 · 134 citations
3. VHELM: A Holistic Evaluation of Vision Language Models ↗neural information processing systems · no summary yetTong Lee et al.2024 · 34 citations
4. ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding ↗neural information processing systems · no summary yetYiyang Zhou et al.2025 · 9 citations
5. Anyprefer: An Agentic Framework for Preference Data Synthesis ↗arXiv (Cornell University) · no summary yetYiyang Zhou et al.2025 · 3 citations
6. SimpleOCR: Rendering Visual Questions to Teach MLLMs to ReadFindings of the Association for Computational LinguisticsYibo Peng, Peng Xia, Ding Zhong, et al.2026

🤝 Co-authors here

11 co-authors with a page, the most papers together first.

• Anwen Hu
• Chenliang Li
• Guohai Xu
• Haiyang Xu
• Huaxiu Yao
• Jiabo Ye
• Ming Yan
• Qinghao Ye
• Ruiyi Zhang
• Siwei Han
• Yibo Peng

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• neural information processing systems ×2
• Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026

🔗 Cited by

Papers of our library cite their works 391 times (of the 149,439 papers whose bibliographies we read); 86 citing papers with a page here →.

Updated 1 November 2026

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