| Humanity's last exam L Phan, A Gatti, Z Han, N Li, J Hu, H Zhang, CBC Zhang, M Shaaban, ... arXiv preprint arXiv:2501.14249, 2025 | 76 | 2025 |
| MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine Y Xie*, C Zhou*, L Gao*, J Wu*, X Li, HY Zhou, S Liu, L Xing, J Zou, C Xie, ... International Conference on Learning Representations (ICLR 2025), 2024 | 43 | 2024 |
| A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor? Y Xie*, J Wu*, H Tu*, S Yang*, B Zhao, Y Zong, Q Jin, C Xie, Y Zhou arXiv preprint arXiv:2409.15277, 2024 | 29 | 2024 |
| m1: Unleash the potential of test-time scaling for medical reasoning with large language models X Huang, J Wu, H Liu, X Tang, Y Zhou arXiv preprint arXiv:2504.00869, 2025 | 9 | 2025 |
| Misalignment-Robust Frequency Distribution Loss for Image Transformation Z Ni, J Wu, Z Wang, W Yang, H Wang, L Ma IEEE/CVF Computer Vision and Pattern Recognition (CVPR 2024), 2024 | 7 | 2024 |
| Star-1: Safer alignment of reasoning llms with 1k data Z Wang, H Tu, Y Wang, J Wu, J Mei, BR Bartoldson, B Kailkhura, C Xie arXiv preprint arXiv:2504.01903, 2025 | 6 | 2025 |
| Medreason: Eliciting factual medical reasoning steps in llms via knowledge graphs J Wu, W Deng, X Li, S Liu, T Mi, Y Peng, Z Xu, Y Liu, H Cho, CI Choi, ... arXiv preprint arXiv:2504.00993, 2025 | 6 | 2025 |
| EpiFoundation: A Foundation Model for Single-Cell ATAC-seq via Peak-to-Gene Alignment J Wu, W Changxin, J Zhicheng, Y Zhou, H Wenpin bioRxiv 2025.02.05.636688, 2025 | 1 | 2025 |
| DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor J Wu, Z Ni, H Wang, W Yang, Y Zhou, S Wang Annual Conference on Neural Information Processing Systems (Neurips 2024), 2024 | 1 | 2024 |
| Knowledge or Reasoning? A Close Look at How LLMs Think Across Domains J Wu, S Liu, H Tu, H Yu, X Huang, J Zou, C Xie, Y Zhou arXiv preprint arXiv:2506.02126, 2025 | | 2025 |
| More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models C Liu, Z Xu, Q Wei, J Wu, J Zou, XE Wang, Y Zhou, S Liu arXiv preprint arXiv:2505.21523, 2025 | | 2025 |
| MedFrameQA: A Multi-Image Medical VQA Benchmark for Clinical Reasoning S Yu*, H Wang*, J Wu*, C Xie, Y Zhou arXiv preprint arXiv:2505.16964, 2025 | | 2025 |
| Restorer: Solving Multiple Image Restoration Tasks with One Set of Parameters J Mao, J Wu, Y Zhou, X Yin, C Yuanqi arXiv preprint arXiv:2406.12587, 2024 | | 2024 |
Yuyin ZhouAssistant Professor, Computer Science and Engineering, Genomics Institute, UC Santa CruzVerified email at ucsc.edu