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Michael S. Ryoo

Michael S. Ryoo has 2 papers in our library, in 2022–2026, most of them on Question answering, Reasoning, Vision & language; often with Brian Ichter, Donghyun Kim, Krzysztof Choromanski.

2 papers in our library · 2022–2026

OpenAlex · ORCID · h-index 40 · 186 works · 9,216 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 171 times in our library · 6 more in our library without a page yet · ⭐ Paper Stars ranking: #4857

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Stony Brook UniversityStony Brook · United States2019–2026 · 53 paperscurrent🎓Indiana UniversityBloomington · United States2016–2020 · 26 papers🏢GoogleMountain View · United States2019–2024 · 21 papers🎓The University of Texas at AustinAustin · United States2005–2011 · 18 papers🎓Indiana University BloomingtonBloomington · United States2016–2019 · 17 papers🔬Electronics and Telecommunications Research InstituteDaejeon · South Korea2009–2011 · 14 papers🔬Jet Propulsion LaboratoryPasadena · United States2012–2017 · 12 papers🏢SalesforceSan Francisco · United States2024–2025 · 7 papers🎓California Institute of TechnologyPasadena · United States2012–2015 · 6 papers🎓Korea Advanced Institute of Science and TechnologyDaejeon · South Korea2005 · 2 papers

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 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 works

🧭 Topics 3Research subjects and languages the work is about.Reasoning · 1 workVision & language · 1 workQuestion answering · 1 work

 Works by year

2020s

20261 paper20221 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language (2022 · 302 citations)
    Pretrained foundation models pick up different kinds of commonsense depending on their training data. Vision-language models (VLMs) connect text to images, while large language models (LMs) also learn from text-only sources such as code or exam questions. Zeng et al. argue that these differences complement each…
  2. Too Many Frames, Not All Useful: Efficient Strategies for Long-Form Video QA (2026 · 13 citations)
    Long videos contain a great deal of redundant content, and answering a question about them usually depends on only a few moments.

All works

8 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. Socratic Models: Composing Zero-Shot Multimodal Reasoning with LanguagearXiv:2204.00598Andy Zeng, Maria Attarian, Brian Ichter, et al.2022 · 302 citations
  2. First-Person Activity Recognition: What Are They Doing to Me? ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetMichael S. Ryoo, Larry H. Matthies2013 · 283 citations
  3. Representation Flow for Action Recognition ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetAJ Piergiovanni, Michael S. Ryoo2019 · 185 citations
  4. Privacy-Preserving Human Activity Recognition from Extreme Low Resolution ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetMichael S. Ryoo et al.2017 · 180 citations
  5. TokenLearner: Adaptive Space-Time Tokenization for Videos ↗neural information processing systems · no summary yetMichael S. Ryoo et al.2021 · 83 citations
  6. Too Many Frames, Not All Useful: Efficient Strategies for Long-Form Video QAConference of the European Chapter of the Association for Computational Linguistics (EACL)Jongwoo Park, Kanchana Ranasinghe, Kumara Kahatapitiya, et al.2026 · 13 citations
  7. Active Video Perception: Iterative Evidence Seeking for Agentic Long Video Understanding ↗arXiv (Cornell University) · no summary yetZiyang Wang et al.2025 · 2 citations
  8. VLM Q-Learning: Aligning Vision-Language Models for Interactive Decision-Making ↗arXiv (Cornell University) · no summary yetGrigsby, Jake et al.2025

 Co-authors here

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

Venues

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

 Cited by

Papers of our library cite their works 171 times (of the 149,439 papers whose bibliographies we read); 31 citing papers with a page here →.

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