2026
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✉
ICML 2026
Publications
A collection of my research work.
2026
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✉
ICLR 2026
2025
Diffusion Model Regularized Implicit Neural Representation for CT Metal Artifact Reduction
Jie Wen, Chenhe Du, Xiao Wang, Yuyao Zhang✉
Quantitative Biology
2025
Moner: Motion Correction in Undersampled Radial MRI with Unsupervised Neural Representation
Qing Wu*, Chenhe Du*, Xuanyu Tian, Jingyi Yu, Yuyao Zhang, Hongjiang Wei✉
ICLR 2025
Spotlight (Top 5.1%)2025
Highly accelerated MRI via implicit neural representation guided posterior sampling of diffusion models
Jiayue Chu, Chenhe Du, Xiyue Lin, Xiaoqun Zhang, Lihui Wang, Yuyao Zhang, Hongjiang Wei✉
Medical Image Analysis
2024
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✉
MICCAI 2024
Early Acceptance (Top 11%)2024
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✉
arXiv preprint arXiv:2404.17890