I am a second-year Master’s student in Computer Science at Xiamen University, where I conduct research in medical artificial intelligence under the supervision of Prof. Rongshan Yu at the Biomedical AI Laboratory. Concurrently, I hold a research internship position at Shanghai Artificial Intelligence Laboratory, under the mentorship of Dr. Junjun He on Generalist Medical Artificial Intelligence.
My research focuses on how AI can transform healthcare, with particular interests in 1) Computational Pathology, 2) Multi-omics, and 3) Multimodal Large Language Models. These experiences have reinforced my commitment to pursuing a Ph.D. to further contribute to the development of clinically reliable AI systems. I am actively seeking Ph.D. opportunities for Fall 2026 to continue my work in this area.
Welcome to contact me via email at cying2023@stu.xmu.edu.cn.
🔥 News
- 2025.02: One paper was accepted by CVPR2025.
- 2024.06: One paper was accepted by Cell Reports Methods.
- 2024.02: One paper was accepted by CVPR2024.
- 2023.05: One paper was accepted by Neural Networks.
📖 Educations
- 2023.09 - 2026.06, Xiamen University, Master in Computer Science and Technology.
- 2019.09 - 2023.06, South China Normal University, Bachelor in Artificial Intelligence.
💻 Internships
- 2024.05 - present, Shanghai Artificial Intelligence Laboratory.
📝 Selected Publications [Full List] (#: Co-first authors)
SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding
Ying Chen#, Guoan Wang#, Yuanfeng Ji#, Yanjun Li, Jin Ye, Tianbin Li, Bin Zhang, Nana Pei, Rongshan Yu, Yu Qiao, Junjun He
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025.
Survmamba: State space model with multi-grained multi-modal interaction for survival prediction
Ying Chen, Jiajing Xie, Yuxiang Lin, Yuhang Song, Wenxian Yang, Rongshan Yu
RAFNet: Restricted attention fusion network for sleep apnea detection
Ying Chen#, Huijun Yue#, Ruifeng Zou, Wenbin Lei, Wenjun Ma, Xiaomao Fan
Neural Networks, 2023. IF: 6.0
Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction
Hao Li, Ying Chen, Yifei Chen, Rongshan Yu, Wenxian Yang, Liansheng Wang, Bowen Ding, Yuchen Han
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
Tracing unknown tumor origins with a biological-pathway-based transformer model
Jiajing Xie#, Ying Chen#, Shijie Luo#, Wenxian Yang, Yuxiang Lin, Liansheng Wang, Xin Ding, Mengsha Tong, Rongshan Yu
Cell Reports Methods, 2024.
Xianhui Chen#, Ying Chen#, Wenjun Ma, Xiaomao Fan, Ye Li
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2021.
🎖 Honors and Awards
- Scholarship of South China Normal University, 2020/2021/2022/2023.
- Second Prize of CUMCM, 2021.
🗂️ Professional Activities
- Conference Reviewers: CVPR, ICCV.
- Journal Reviewers: BSCP, JDIM.