--- title: "Yuyin Zhou — author profile and papers — Elamur Research" description: "Yuyin Zhou, University of California, Santa Cruz: 2 papers on Elamur Research (2025–2026), h-index 34 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/yuyin-zhou/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/yuyin-zhou/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Yuyin Zhou # Yuyin Zhou Yuyin Zhou has 2 papers in our library, in 2025–2026, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Cihang Xie](https://md.research.elamur.ai/free/en/authors/cihang-xie/), [Fali Wang](https://md.research.elamur.ai/free/en/authors/fali-wang/), [Haoqin Tu](https://md.research.elamur.ai/free/en/authors/haoqin-tu/). 2 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5067640436) · [ORCID](https://orcid.org/0000-0003-2232-9563) · [Wikidata](https://www.wikidata.org/wiki/Q104489337) · [**h-index 34**](https://openalex.org/authors/A5067640436) · [123 works](https://openalex.org/works?filter=author.id:A5067640436) · [11,588 citations](https://openalex.org/works?filter=author.id:A5067640436&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/yuyin-zhou/#papers) · [🔗 Cited 60 times in our library](https://md.research.elamur.ai/free/en/authors/yuyin-zhou/cited-by/) · [5 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #9427](https://md.research.elamur.ai/free/en/paper-stars/page/95/#star-9427) 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=Yuyin+Zhou) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Yuyin+Zhou) · [dblp](https://dblp.org/search?q=Yuyin+Zhou) · [ACL Anthology](https://aclanthology.org/search/?q=Yuyin+Zhou) ## Affiliations [🎓**University of California, Santa Cruz** Santa Cruz · United States 2022–2026 · 57 papersEmployment since 2022 · Assistant professor, Computer Science*current*](https://md.research.elamur.ai/free/en/universities/university-of-california-santa-cruz/) · [🎓**Johns Hopkins University** Baltimore · United States 2016–2025 · 34 papersEducation 2016–2020 · Ph.D., Computer Science](https://md.research.elamur.ai/free/en/universities/johns-hopkins-university/) · [🎓**Stanford University** Stanford · United States 2020–2022 · 4 papersEmployment 2020–2021 · Postdoc Research Fellow, Radiology](https://md.research.elamur.ai/free/en/universities/stanford-university/) · [🏥**University of Maryland Medical Center** Baltimore · United States 2019–2020 · 2 papers](https://ror.org/00sde4n60) · [🎓**University of California, Los Angeles** Los Angeles · United States 2014–2016Education 2014–2016 · M.S., Electrical Engineering](https://md.research.elamur.ai/free/en/universities/university-of-california-los-angeles/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 3 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).[Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 3 Research subjects and languages the work is about.[Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/yuyin-zhou/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/yuyin-zhou/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models](https://md.research.elamur.ai/free/en/papers/chen-2025-sft-rl-early-investigation-training/)** *(2025 · 37 citations)* The authors examine whether the common recipe of supervised fine-tuning followed by reinforcement learning, popularised by DeepSeek-R1, also works for Large Vision-Language Models (LVLMs). 2. **[PrefRAG: Correcting Semantic Errors in Auto-Formalization for Logical Reasoning with Program Preference RAG](https://md.research.elamur.ai/free/en/papers/zhou-2026-prefrag-correcting-semantic-errors-auto/)** *(2026)* Neuro-symbolic logical reasoning works by having an LLM translate a problem into a symbolic program that a solver then executes. ## All works 7 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. **[Improving Transferability of Adversarial Examples With Input Diversity ↗](https://doi.org/10.1109/cvpr.2019.00284) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Cihang Xie et al.*2019 · 1,255 citations* 2. **[Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning ↗](https://doi.org/10.1109/cvpr52688.2022.00982) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Liangqiong Qu et al.*2022 · 202 citations* 3. **[Prior-Aware Neural Network for Partially-Supervised Multi-Organ Segmentation ↗](https://doi.org/10.1109/iccv.2019.01077) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Yuyin Zhou et al.*2019 · 185 citations* 4. **[CD 2 -pFed: Cyclic Distillation-guided Channel Decoupling for Model Personalization in Federated Learning ↗](https://doi.org/10.1109/cvpr52688.2022.00980) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Yiqing Shen, Yuyin Zhou, Lequan Yu*2022 · 72 citations* 5. [**SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models arXiv:2504.11468**Hardy Chen, Haoqin Tu, Fali Wang, et al.*2025 · 37 citations*](https://md.research.elamur.ai/free/en/papers/chen-2025-sft-rl-early-investigation-training/) 6. **[AHELM: A Holistic Evaluation of Audio-Language Models ↗](https://arxiv.org/abs/2508.21376) arXiv (Cornell University) · no summary yet**Tong Lee et al.*2025 · 7 citations* 7. **[PrefRAG: Correcting Semantic Errors in Auto-Formalization for Logical Reasoning with Program Preference RAG](https://md.research.elamur.ai/free/en/papers/zhou-2026-prefrag-correcting-semantic-errors-auto/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Yuyin Zhou, Yongmei Liu*2026* ## Co-authors here 7 co-authors with a page, the most papers together first. - [Cihang Xie](https://md.research.elamur.ai/free/en/authors/cihang-xie/) - [Fali Wang](https://md.research.elamur.ai/free/en/authors/fali-wang/) - [Haoqin Tu](https://md.research.elamur.ai/free/en/authors/haoqin-tu/) - [Hardy Chen](https://md.research.elamur.ai/free/en/authors/hardy-chen/) - [Hui Liu](https://md.research.elamur.ai/free/en/authors/hui-liu/) - [Xianfeng Tang](https://md.research.elamur.ai/free/en/authors/xianfeng-tang/) - [Xinya Du](https://md.research.elamur.ai/free/en/authors/xinya-du/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ×3 - [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/) - IEEE/CVF International Conference on Computer Vision (ICCV) ## Cited by Papers of our library cite their works 60 times (of the 149,439 papers whose bibliographies we read); [14 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/yuyin-zhou/cited-by/). Updated 2 November 2026