Publications

A collection of my research work.

2026
Improving 2D Diffusion Models for 3D Medical Imaging with Inter‑Slice Consistent Stochasticity

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
CodePaper
2025
Diffusion Model Regularized Implicit Neural Representation for CT Metal Artifact Reduction

Diffusion Model Regularized Implicit Neural Representation for CT Metal Artifact Reduction

Jie Wen, Chenhe Du, Xiao Wang, Yuyao Zhang✉

Quantitative Biology
DOI
2025
Moner: Motion Correction in Undersampled Radial MRI with Unsupervised Neural Representation

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
DOICodeSlides
2025
Highly accelerated MRI via implicit neural representation guided posterior sampling of diffusion models

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
DOIPaper
2024
Zero-Shot Low-Field MRI Enhancement via Denoising Diffusion Driven Neural Representation

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
DOISlides
2024
DPER: Diffusion prior driven neural representation for limited angle and sparse view CT reconstruction

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
DOI