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Mike Zheng Shou

Mike Zheng Shou has 2 papers in our library, in 2024–2025, most of them on Language models & pretraining, Evaluation & benchmarks, Reasoning; often with Basura Fernando, Chengyou Jia, Jiaxing Huang.

2 papers in our library · 2024–2025

OpenAlex · ORCID · Wikidata · h-index 29 · 254 works · 4,529 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 252 times in our library · 7 more in our library without a page yet · ⭐ Paper Stars ranking: #7185

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

🎓National University of SingaporeSingapore · Singapore2021–2026 · 166 papersEmployment · Assistant Professorcurrent🎓Columbia UniversityNew York · United States2014–2021 · 1 paperEducation since 2014 · PhD

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 7The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksArts and Humanities · 1 workNeuroscience · 1 workCognitive Neuroscience · 1 workLanguage and Linguistics · 1 work

🧭 Topics 4Research subjects and languages the work is about.Language models & pretraining · 1 workVision & language · 1 workEvaluation & benchmarks · 1 workReasoning · 1 work

 Works by year

2020s

20251 paper20241 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Hallucination of Multimodal Large Language Models: A Survey (2024 · 120 citations)
    This survey examines cases where multimodal large language models (MLLMs, sometimes termed LVLMs) produce text that contradicts the image they are given, a failure known as hallucination.
  2. PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning (2025 · 25 citations)
    Existing physics benchmarks for large language models (e.g., ScienceQA, SciBench, GPQA) mostly use short solutions of about 3–4 formulas and score only the final answer.

All works

9 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. Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetJay Zhangjie Wu et al.2023 · 626 citations
  2. Channel Augmented Joint Learning for Visible-Infrared Recognition ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetMang Ye et al.2021 · 375 citations
  3. All in One: Exploring Unified Video-Language Pre-Training ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJinpeng Wang et al.2023 · 180 citations
  4. Hallucination of Multimodal Large Language Models: A SurveyarXiv:2404.18930Zechen Bai, Pichao Wang, Tianjun Xiao, et al.2024 · 120 citations
  5. VideoLLM-online: Online Video Large Language Model for Streaming Video ↗arXiv:2406.11816 · no summary yetJoya Chen et al.2024 · 118 citations
  6. On Pursuit of Designing Multi-modal Transformer for Video Grounding ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetMeng Cao et al.2021 · 74 citations
  7. Object-aware Video-language Pre-training for Retrieval ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetAlex Jinpeng Wang et al.2022 · 73 citations
  8. Generic Event Boundary Detection: A Benchmark for Event Segmentation ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetMike Zheng Shou et al.2021 · 65 citations
  9. PhysReason: A Comprehensive Benchmark towards Physics-Based ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Xinyu Zhang, Yuxuan Dong, Yanrui Wu, et al.2025 · 25 citations

 Co-authors here

8 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 252 times (of the 149,439 papers whose bibliographies we read); 42 citing papers with a page here →.

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