Publications
A collection of my research work.
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
arXiv 2602.23214
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
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
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