CV
Education
- Postgraduate student, School of Artificial Intelligence, Shanghai Jiao Tong University, 2025-present
- B.Eng. in Information Engineering and B.S. in Mathematics and Applied Mathematics, IEEE Pilot Class, Shanghai Jiao Tong University, 2021-2025
- Zhiyuan Engineering Honors Program, Shanghai Jiao Tong University
Research Focus
- AI for medicine and computational pathology
- Whole-slide image analysis and medical image segmentation
- Vision-language and multimodal foundation models
- Spatial omics foundation models
- Rare cancer diagnosis, subtype classification, and precision oncology
- Robust and secure AI systems for biomedical signals
Publications
- Dexuan He, Xiao Zhou, Wenbin Guan, Liyuan Zhang, Xiaoman Zhang, Sinuo Xu, Ge Wang, Lifeng Wang, Xiaojun Yuan, Jing Ma, Xin Sun, Yanfeng Wang, Kun Sun, Ya Zhang, Weidi Xie. “Boosting pathology foundation models via few-shot prompt-tuning for rare cancer subtyping.” Nature Communications, 2026.
- Xiao Zhou, Luoyi Sun, Dexuan He, Wenbin Guan, Ge Wang, Ruifen Wang, Lifeng Wang, Xiaojun Yuan, Xin Sun, Ya Zhang, Kun Sun, Yanfeng Wang, Weidi Xie. “Knowledge-enhanced pretraining for vision-language pathology foundation model on cancer diagnosis.” Cancer Cell, 2026.
- Xuan-Hao Liu, Xinhao Song, Dexuan He, Bao-Liang Lu, Wei-Long Zheng. “Professor X: Manipulating EEG BCI with Invisible and Robust Backdoor Attack.” arXiv, 2024.
Research Experience
- OneX Intelligence, research intern with Weidi Xie, 2026-present
- Shanghai Jiao Tong University MAGIC Lab, research student with Weidi Xie, 2024-present
- BCMI Lab, Shanghai Jiao Tong University, undergraduate research intern with Wei-Long Zheng, 2023-2024
- Shanghai Jiao Tong University CMIC Lab, research practice with Siheng Chen, 2023
- Imperial College London Data Science Institute, Data Science Winter School, 2024
Honors and Awards
- Best Project Overall, Imperial College London Data Science Winter School, 2024
- Best Natural Language Processing Project, Imperial College London Data Science Winter School, 2024
- Zhiyuan Honor Scholarship, Shanghai Jiao Tong University, 2021 and 2022
- Class C Scholarship, School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, 2022
Selected Open-Source Work
