--- title: "Mingyuan Zhou — author profile and papers — Elamur Research" description: "Mingyuan Zhou, Anhui Agricultural University: 3 papers on Elamur Research (2023–2026), h-index 34 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/mingyuan-zhou/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/mingyuan-zhou/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Mingyuan Zhou # Mingyuan Zhou Mingyuan Zhou has 3 papers in our library, in 2023–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Chengyue Gong](https://md.research.elamur.ai/free/en/authors/chengyue-gong/), [Eli Shechtman](https://md.research.elamur.ai/free/en/authors/eli-shechtman/), [Kaiqiang Song](https://md.research.elamur.ai/free/en/authors/kaiqiang-song/). 3 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5010394308) · [ORCID](https://orcid.org/0000-0002-4253-2780) · [Wikidata](https://www.wikidata.org/wiki/Q59485033) · [**h-index 34**](https://openalex.org/authors/A5010394308) · [238 works](https://openalex.org/works?filter=author.id:A5010394308) · [4,571 citations](https://openalex.org/works?filter=author.id:A5010394308&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/mingyuan-zhou/#papers) · [🔗 Cited 207 times in our library](https://md.research.elamur.ai/free/en/authors/mingyuan-zhou/cited-by/) · [8 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #6485](https://md.research.elamur.ai/free/en/paper-stars/page/65/#star-6485) 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=Mingyuan+Zhou) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Mingyuan+Zhou) · [dblp](https://dblp.org/search?q=Mingyuan+Zhou) · [ACL Anthology](https://aclanthology.org/search/?q=Mingyuan+Zhou) ## Affiliations [🎓**The University of Texas at Austin** Austin · United States 2013–2026 · 136 papersEmployment 2013–2019 · Assistant ProfessorEmployment since 2019 · Associate Professor*current*](https://md.research.elamur.ai/free/en/universities/the-university-of-texas-at-austin/) · [🎓**North China Electric Power University** Beijing · China 2024–2026 · 5 papers*current*](https://md.research.elamur.ai/free/en/universities/north-china-electric-power-university/) · [🎓**Anhui Agricultural University** Hefei · China 2025–2026 · 3 papers*current*](https://ror.org/0327f3359) · [🎓**University of California, Santa Barbara** Santa Barbara · United States 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/university-of-california-santa-barbara/) · [🎓**Duke University** Durham · United States 2008–2013 · 14 papersEducation 2008–2013 · Ph.D.](https://md.research.elamur.ai/free/en/universities/duke-university/) · [🏢**Microsoft** Redmond · United States 2020–2025 · 6 papers](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🎓**Jiangsu University of Science and Technology** Zhenjiang · China 2023–2024 · 3 papers](https://ror.org/00tyjp878) · [🏛️**Chinese Center For Disease Control and Prevention** Beijing · China 2022–2023 · 2 papers](https://ror.org/04wktzw65) · [🎓**Xidian University** Xi'an · China 2012–2021 · 2 papers](https://md.research.elamur.ai/free/en/universities/xidian-university/) · [🎓**Texas A&M University** College Station · United States 2020 · 2 papers](https://md.research.elamur.ai/free/en/universities/texas-a-m-university/) 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. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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 1 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/mingyuan-zhou/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/mingyuan-zhou/year/2025/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/mingyuan-zhou/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion](https://md.research.elamur.ai/free/en/papers/huang-2025-self-forcing-bridging-train-test/)** *(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](https://md.research.elamur.ai/free/en/papers/zhang-2023-automl-gpt-automatic-machine-learning/)** *(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](https://md.research.elamur.ai/free/en/papers/yin-2026-contextcheck-sentence-level-faithfulness-verification/)** *(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 Diffusion](https://md.research.elamur.ai/free/en/papers/huang-2025-self-forcing-bridging-train-test/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Xun Huang, Zhengqi Li, Guande He, et al.*2025 · 146 citations* 2. **[A Bayesian Nonparametric Approach to Image Super-Resolution ↗](https://doi.org/10.1109/tpami.2014.2321404) IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yet**Gungor Polatkan et al.*2014 · 79 citations* 3. [**AutoML-GPT: Automatic Machine Learning with GPT arXiv:2305.02499**Shujian Zhang, Chengyue Gong, Lemeng Wu, et al.*2023 · 52 citations*](https://md.research.elamur.ai/free/en/papers/zhang-2023-automl-gpt-automatic-machine-learning/) 4. **[Bayesian Poisson Tucker Decomposition for Learning the Structure of International Relations ↗](https://arxiv.org/abs/1606.01855) arXiv (Cornell University) · no summary yet**Aaron Schein et al.*2016 · 45 citations* 5. **[KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding ↗](https://aclanthology.org/2025.findings-acl.365/) Findings of the Association for Computational Linguistics: ACL 2025 · no summary yet**Zhangchen Xu et al.*2025 · 36 citations* 6. **[Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step Generation ↗](https://arxiv.org/abs/2404.04057) arXiv:2404.04057 · no summary yet**Mingyuan Zhou et al.*2024 · 32 citations* 7. **[Poisson-Randomized Gamma Dynamical Systems ↗](https://arxiv.org/abs/1910.12991) arXiv (Cornell University) · no summary yet**Aaron Schein et al.*2019 · 11 citations* 8. **[Take the Bull by the Horns: Hard Sample-Reweighted Continual Training Improves LLM Generalization ↗](https://arxiv.org/abs/2402.14270) arXiv:2402.14270 · no summary yet**Xuxi Chen et al.*2024 · 8 citations* 9. **[One-Step Diffusion Policy: Fast Visuomotor Policies via Diffusion Distillation ↗](https://arxiv.org/abs/2410.21257) arXiv (Cornell University) · no summary yet**Zhendong Wang et al.*2024 · 5 citations* 10. **[Probabilistic Conformal Prediction Using Conditional Random Samples ↗](https://arxiv.org/abs/2206.06584) arXiv (Cornell University) · no summary yet**Zhendong Wang et al.*2022 · 4 citations* 11. **[ContextCheck: Sentence-Level Faithfulness Verification with Context-Aware Disambiguation](https://md.research.elamur.ai/free/en/papers/yin-2026-contextcheck-sentence-level-faithfulness-verification/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Yueqin Yin, Yaxi Li, Xin Liu, et al.*2026* ## Co-authors here 10 co-authors with a page, the most papers together first. - [Chengyue Gong](https://md.research.elamur.ai/free/en/authors/chengyue-gong/) - [Eli Shechtman](https://md.research.elamur.ai/free/en/authors/eli-shechtman/) - [Kaiqiang Song](https://md.research.elamur.ai/free/en/authors/kaiqiang-song/) - [Pengcheng He](https://md.research.elamur.ai/free/en/authors/pengcheng-he/) - [Shujian Zhang](https://md.research.elamur.ai/free/en/authors/shujian-zhang/) - [Song Wang](https://md.research.elamur.ai/free/en/authors/song-wang/) - [Xin Liu](https://md.research.elamur.ai/free/en/authors/xin-liu/) - [Xingchao Liu](https://md.research.elamur.ai/free/en/authors/xingchao-liu/) - [Xun Huang](https://md.research.elamur.ai/free/en/authors/xun-huang/) - [Xun Wang](https://md.research.elamur.ai/free/en/authors/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](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) - [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/): [NeurIPS 2025](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/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 →](https://md.research.elamur.ai/free/en/authors/mingyuan-zhou/cited-by/). Updated 2 November 2026