|
I am a PhD student in the CVLab at EPFL, under the supervision of Prof. Pascal Fua. Previously, I obtained my Master's degree from University of Science and Technology of China (USTC). My current research focuses on AI for Science, including areas like aerodynamic design and medical image processing. I am developing Constraint-Compliant Controllable Models to optimize solutions in these scientific domains. If you share an interest in scientific fields such as physics, computational fluid dynamics, or other related areas, please feel free to contact me at firstname.lastname@epfl.ch |
|
Selected Research
DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask Diffusion
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2025
(Spotlight)
*Co-First Author
Tuning vision foundation models for rectal cancer segmentation from CT scans
Communications Medicine, 2025 (Nature Portfolio)
LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion Models
International Conference on Learning Representations (ICLR), 2025 (Spotlight)
Cross-Modality Jailbreak and Mismatched Attacks on Medical Multimodal Large Language Models
AAAI Conference on Artificial Intelligence (AAAI), 2025
*Co-First Author
Selected Awards and Honors
- Outstanding Graduate of Anhui Province (Highest Honor for Graduates) 2025
- Outstanding Graduate, University of Science and Technology of China 2025
- Excellence in Talent International Scholarship (One of only four recipients) 2024
- USTC-Suzhou Industrial Park Scholarship 2024
- GDC scholarship (Award-winning Student Representative) 2023
- 1st-Class Scholarship, USTC × 3 2022-2024
- Excellent Graduation Thesis 2022
- National Scholarship (Highest level scholarship for undergraduates) × 2 2019-2020
- Outstanding Student × 3 2019-2022