🧑‍🔬 Mingyuan Zhou

🏛️ Affiliations

🎓The University of Texas at AustinAustin · United States2013–2026 · 136 papersEmployment 2013–2019 · Assistant ProfessorEmployment since 2019 · Associate Professorcurrent🎓North China Electric Power UniversityBeijing · China2024–2026 · 5 paperscurrent🎓Anhui Agricultural UniversityHefei · China2025–2026 · 3 paperscurrent🎓University of California, Santa BarbaraSanta Barbara · United States2026 · 1 papercurrent🎓Duke UniversityDurham · United States2008–2013 · 14 papersEducation 2008–2013 · Ph.D.🏢MicrosoftRedmond · United States2020–2025 · 6 papers🎓Jiangsu University of Science and TechnologyZhenjiang · China2023–2024 · 3 papers🏛️Chinese Center For Disease Control and PreventionBeijing · China2022–2023 · 2 papers🎓Xidian UniversityXi'an · China2012–2021 · 2 papers🎓Texas A&M UniversityCollege Station · United States2020 · 2 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. Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion (2025 · 146 citations)
   Autoregressive video diffusion models build a video frame by frame. They are usually trained with Teacher Forcing or Diffusion Forcing, where the context frames are ground-truth or noised ground-truth. At inference, however, the model must condition on its own imperfect frames. This exposure bias causes errors to…
2. AutoML-GPT: Automatic Machine Learning with GPT (2023 · 52 citations)
   Selecting a model architecture, optimizer and hyperparameters for a new task still takes considerable manual effort.
3. ContextCheck: Sentence-Level Faithfulness Verification with Context-Aware Disambiguation (2026)
   LLM outputs often contain claims that the supplied source does not support. Sentence-level checkers usually judge each sentence on its own, so they fail when a sentence depends on earlier ones, for example through pronouns or entities mentioned before. The usual fix is to rewrite such sentences into standalone claims…

All works

11 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. Self Forcing: Bridging the Train-Test Gap in Autoregressive Video DiffusionConference on Neural Information Processing Systems (NeurIPS)Xun Huang, Zhengqi Li, Guande He, et al.2025 · 146 citations
2. A Bayesian Nonparametric Approach to Image Super-Resolution ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetGungor Polatkan et al.2014 · 79 citations
3. AutoML-GPT: Automatic Machine Learning with GPTarXiv:2305.02499Shujian Zhang, Chengyue Gong, Lemeng Wu, et al.2023 · 52 citations
4. Bayesian Poisson Tucker Decomposition for Learning the Structure of International Relations ↗arXiv (Cornell University) · no summary yetAaron Schein et al.2016 · 45 citations
5. KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding ↗Findings of the Association for Computational Linguistics: ACL 2025 · no summary yetZhangchen Xu et al.2025 · 36 citations
6. Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step Generation ↗arXiv:2404.04057 · no summary yetMingyuan Zhou et al.2024 · 32 citations
7. Poisson-Randomized Gamma Dynamical Systems ↗arXiv (Cornell University) · no summary yetAaron Schein et al.2019 · 11 citations
8. Take the Bull by the Horns: Hard Sample-Reweighted Continual Training Improves LLM Generalization ↗arXiv:2402.14270 · no summary yetXuxi Chen et al.2024 · 8 citations
9. One-Step Diffusion Policy: Fast Visuomotor Policies via Diffusion Distillation ↗arXiv (Cornell University) · no summary yetZhendong Wang et al.2024 · 5 citations
10. Probabilistic Conformal Prediction Using Conditional Random Samples ↗arXiv (Cornell University) · no summary yetZhendong Wang et al.2022 · 4 citations
11. ContextCheck: Sentence-Level Faithfulness Verification with Context-Aware DisambiguationFindings of the Association for Computational LinguisticsYueqin Yin, Yaxi Li, Xin Liu, et al.2026

🤝 Co-authors here

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

• Chengyue Gong
• Eli Shechtman
• Kaiqiang Song
• Pengcheng He
• Shujian Zhang
• Song Wang
• Xin Liu
• Xingchao Liu
• Xun Huang
• Xun Wang

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: Findings of the Association for Computational Linguistics 2026
• Conference on Neural Information Processing Systems (NeurIPS): NeurIPS 2025
• Findings of the Association for Computational Linguistics: ACL 2025
• IEEE Transactions on Pattern Analysis and Machine Intelligence

🔗 Cited by

Papers of our library cite their works 207 times (of the 149,439 papers whose bibliographies we read); 23 citing papers with a page here →.

Updated 2 November 2026

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