About
I am Chenhe Du (杜晨赫 in Chinese), a Ph.D. student in the SMILE☺️-LAB at ShanghaiTech University, advised by Prof. Yuyao Zhang.
Before that, I received my B.E. in Computer Science from Shandong University in 2022.
My research interests lie broadly in imaging inverse problems and Generative Models. I am currently working on:
- Computational imaging, especially CT and MRI inverse problems
- Generative models, particularly diffusion models
- Video and 3D generation
- MLLMs, VLMs, and their applications in medical imaging
If you are interested in my work or would like to discuss potential collaboration or just have a chat, please feel free to reach out to me via email or WeChat.
For more details, please see my detailed CV.
News
Two papers were accepted at ICML 2026 ! 🎉
One paper was accepted at ICLR 2026 ! 🎉
I attended ICLR 2025 at Singapore . It was a wonderful trip! 😊
One paper was accepted at ICLR 2025 (Spotlight, Top 5.1%)! 🎉
I attended MICCAI 2024 at Marrakech in Morocco . A Legendary Journey! 😊
One paper was accepted at MICCAI 2024 (early accepted, Top 11%)! 🎉
Joined the SMILE Lab at ShanghaiTech University
Selected Publications
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Plug-and-Play Diffusion Meets ADMM: Dual-Variable Coupling for Robust Medical Image Reconstruction
Chenhe Du, Xuanyu Tian, Qing Wu, Muyu Liu, Jingyi Yu, Hongjiang Wei, Yuyao Zhang✉
Improving 2D Diffusion Models for 3D Medical Imaging with Inter‑Slice Consistent Stochasticity
Chenhe Du, Qing Wu, Xuanyu Tian, Jingyi Yu, Hongjiang Wei, Yuyao Zhang✉
Moner: Motion Correction in Undersampled Radial MRI with Unsupervised Neural Representation
Qing Wu*, Chenhe Du*, Xuanyu Tian, Jingyi Yu, Yuyao Zhang, Hongjiang Wei✉
Zero-Shot Low-Field MRI Enhancement via Denoising Diffusion Driven Neural Representation
Xiyue Lin*, Chenhe Du*, Qing Wu, Xuanyu Tian, Jingyi Yu, Yuyao Zhang, Hongjiang Wei✉
DPER: Diffusion prior driven neural representation for limited angle and sparse view CT reconstruction
Chenhe Du, Xiyue Lin, Qing Wu, Xuanyu Tian, Ying Su, Zhe Luo, Yang Chen, Hongjiang Wei, S Kevin Zhou, Jingyi Yu, Yuyao Zhang✉