🧑‍🔬 Yuyin Zhou

🏛️ Affiliations

🎓University of California, Santa CruzSanta Cruz · United States2022–2026 · 57 papersEmployment since 2022 · Assistant professor, Computer Sciencecurrent🎓Johns Hopkins UniversityBaltimore · United States2016–2025 · 34 papersEducation 2016–2020 · Ph.D., Computer Science🎓Stanford UniversityStanford · United States2020–2022 · 4 papersEmployment 2020–2021 · Postdoc Research Fellow, Radiology🏥University of Maryland Medical CenterBaltimore · United States2019–2020 · 2 papers🎓University of California, Los AngelesLos Angeles · United States2014–2016Education 2014–2016 · M.S., Electrical Engineering

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.

📅 Works by year

2020s

📄 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 (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 (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 ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetCihang Xie et al.2019 · 1,255 citations
2. Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetLiangqiong Qu et al.2022 · 202 citations
3. Prior-Aware Neural Network for Partially-Supervised Multi-Organ Segmentation ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetYuyin Zhou et al.2019 · 185 citations
4. CD 2 -pFed: Cyclic Distillation-guided Channel Decoupling for Model Personalization in Federated Learning ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYiqing Shen, Yuyin Zhou, Lequan Yu2022 · 72 citations
5. SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language ModelsarXiv:2504.11468Hardy Chen, Haoqin Tu, Fali Wang, et al.2025 · 37 citations
6. AHELM: A Holistic Evaluation of Audio-Language Models ↗arXiv (Cornell University) · no summary yetTong Lee et al.2025 · 7 citations
7. PrefRAG: Correcting Semantic Errors in Auto-Formalization for Logical Reasoning with Program Preference RAGFindings of the Association for Computational LinguisticsYuyin Zhou, Yongmei Liu2026

🤝 Co-authors here

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

• Cihang Xie
• Fali Wang
• Haoqin Tu
• Hardy Chen
• Hui Liu
• Xianfeng Tang
• 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: Findings of the Association for Computational Linguistics 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 →.

Updated 2 November 2026

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/authors/yuyin-zhou/