Publication

Resolving Blind Inverse Problems under Dynamic Range Compression via Structured Forward Operator Modeling

Muyu Liu, Xuanyu Tian, Chenhe Du, Qing Wu, Hongjiang Wei, Yuyao Zhang

ICML 2026 CCF-A

May, 2026 Paper

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 CCF-A

May, 2026 Paper Code

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 CCF-A

Jan, 2026 Paper Code

Diffusion model‐regularized implicit neural representation for computed tomography metal artifact reduction

Jie Wen, Chenhe Du, Xiao Wang, Yuyao Zhang

Quantitative Biology

Jan, 2026 Paper

SAFFRON: A Physics-informed, Label-free Self-supervised Deep Learning Framework for Fast and Accurate 3D Fetal Brain MRI Reconstruction

Jiangjie Wu, Taotao Sun, Lihui Wang, Yuyao Zhang, Hongjiang Wei

IEEE JSTSP 中科院 2 区，IF=13.7

Nov, 2025 Paper

Unsupervised Multi-Parameter Inverse Solving for Reducing Ring Artifacts in 3D X-Ray CBCT

Qing Wu, Hongjiang Wei, Jingyi Yu, Yuyao Zhang

AAAI 2026 CCF-A

Nov, 2025 Paper Code

Unsupervised Motion-Compensated Decomposition for Cardiac MRI Reconstruction via Neural Representation

Xuanyu Tian, Lixuan Chen, Qing Wu, Xiao Wang, Jie Feng, Yuyao Zhang, Hongjiang Wei

AAAI 2026 CCF-A

Nov, 2025 Paper Code

NICE: Neural Implicit Craniofacial Model for Orthognathic Surgery Prediction

Jiawen Yang*, Yihui Cao*, Xuanyu Tian, Yuyao Zhang, Hongjiang Wei

AAAI 2026 CCF-A

Nov, 2025 Paper Code

A Real-Time Neural Representation via Algorithm-Hardware Synergy for Sparse-View CT Reconstruction

Xin Li, Haochuan Wan, Kangjie Long, Qing Wu, Chenhe Du, Ying Su, Zhe Luo, Xin Lou, Yuyao Zhang

IEEE TNNLS 中科院 1 区 TOP，IF=8.9

Oct, 2025 Paper

Imaging Developmental Trajectories of Laminar Magnetic Susceptibility Throughout Adulthood in Human Brain Cortex

Xin Wang, Jiangjie Wu, Xiaojun Guan, Xiaojun Xu, Hongjiang Wei, Yuyao Zhang

Human Brain Mapping 中科院 2 区，IF=3.3

Oct, 2025 Paper

3D isotropic high-resolution fetal brain MRI reconstruction from motion corrupted thick data based on physical-informed unsupervised learning

Jiangjie Wu, Lixuan Chen, Zhenghao Li, Xin Li, Taotao Sun, Lihui Wang, Rongpin Wang, Hongjiang Wei, Yuyao Zhang

IEEE J-BHI 中科院 2 区 TOP，IF=6.8

Jul, 2025 Paper

Multi-level sparse network lasso: Locally sparse learning with flexible sample clusters

Luhuan Fei, Xinyi Wang, Jiankun Wang, Lu Sun, Yuyao Zhang

Neurocomputing 中科院 2 区，IF=5.5

Mar, 2025 Paper

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 CCF-A Spotlight

Feb, 2025 Paper Code

Unsupervised Self-Prior Embedding Neural Representation for Iterative Sparse-View CT Reconstruction

Xuanyu Tian, Lixuan Chen, Qing Wu, Chenhe Du, Jingjing Shi, Hongjiang Wei, Yuyao Zhang

AAAI 2025 CCF-A

Feb, 2025 Paper Code

SVRMamba: Slice-to-Volume Reconstruction from Multiple MRI Stacks with Slice Sequence Guided Mamba

Jiangjie Wu, Hongjiang Wei, Yuyao Zhang

AAAI 2025 CCF-A

Feb, 2025 Paper

JSMoCo: Joint Coil Sensitivity and Motion Correction in Parallel MRI with a Self-Calibrating Score-Based Diffusion Model

Lixuan Chen, Xuanyu Tian, Guoyan Lao, Yuyao Zhang, Hongen Liao, Hongjiang Wei

Medical Image Analysis 中科院 1 区 TOP，IF=10.7

Feb, 2025 Paper Code

Self-supervised denoising for high-dimensional magnetic resonance image

Xuanyu Tian, Lixuan Chen, Qing Wu, Chenhe Du, Jingjing Shi, Hongjiang Wei, Yuyao Zhang

Biomedical Signal Processing and Control 中科院 2 区，IF=4.9

Jan, 2025 Paper

Blending Parametric Model and Neural Refinement: A Coarse-to-Fine Approach for Predicting Facial Changes in Orthognathic Surgery

Jiawen Yang, Dongming He, Xuanyu Tian, Lei Ma, Jingyi Yu, Xudong Wang, Yuyao Zhang

ISBI 2025 医学影像顶会

Jan, 2025 Paper

Accelerated 3D Thermometry Field Reconstruction from Tri-Planar Images via Cross-View Implicit Representation

Xin Li, Xuanyu Tian, Xudong Zhao, Hongjiang Wei, Yuyao Zhang

ISBI 2025 医学影像顶会 Oral

Jan, 2025 Paper

Zero-Shot Image Denoising for High-Resolution Electron Microscopy

Xuanyu Tian, Zhuoya Dong, Xiyue Lin, Yue Gao, Hongjiang Wei, Yanhang Ma, Jingyi Yu, Yuyao Zhang

IEEE TCI 中科院 2 区 TOP，IF=5.4

Sep, 2024 Paper Code

COLLATOR: Consistent Spatial-Temporal Longitudinal Atlas Construction via Implicit Neural Representation

Lixuan Chen, Xuanyu Tian, Jiangjie Wu, Guoyan Lao, Yuyao Zhang, Hongjiang Wei

Medical Image Analysis 中科院 1 区 TOP，IF=10.7

Sep, 2024 Paper Code

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 医学影像顶会，CCF-B Early Accept (Top 11%)

May, 2024 Paper

Reconstructing Knee CT volumes from Biplanar X-rays via Self-supervised Neural Field

Shuyang Lai, Xuanyu Tian, Qing Wu, Chenhe Du, Xiaojun Guan, Xiaojun Xu, Hongjiang Wei and Yuyao Zhang

IEEE ISBI 2024 医学影像顶会

Feb, 2024 Paper

Unsupervised Polychromatic Neural Representation for CT Metal Artifact Reduction

Qing Wu, Lixuan Chen, Ce Wang, Hongjiang Wei, S. Kevin Zhou, Jingyi Yu, and Yuyao Zhang

NeurIPS 2023 CCF-A

Sep, 2023 Paper Code

Self-Supervised Coordinate Projection Network for Sparse-View Computed Tomography

Qing Wu, Ruimin Feng, Hongjiang Wei, Jingyi Yu, Yuyao Zhang

IEEE TCI 中科院 2 区 TOP，IF=5.4

May, 2023 Paper Code

Direct localization and delineation of human pedunculopontine nucleus based on a self-supervised magnetic resonance image super-resolution method

Jun Li, Xiaojun Guan, Qing Wu, Chenyu He, Weimin Zhang, Xiyue Lin, Chunlei Liu, Hongjiang Wei, Xiaojun Xu, Yuyao Zhang

Human Brain Mapping 中科院 2 区，IF=4.8

Apr, 2023 Paper Code

An Energy-Efficient Accelerator for Medical Image Reconstruction From Implicit Neural Representation

Chaolin Rao, Qing Wu, Pingqiang Zhou, Jingyi Yu, Yuyao Zhang, Xin Lou

IEEE TCAS-I 中科院 1 区 TOP，IF=5.1

Apr, 2023 Paper

An Arbitrary Scale Super-Resolution Approach for 3D MR Images via Implicit Neural Representation

Qing Wu, Yuwei Li, Yawen Sun, Yan Zhou, Hongjiang Wei, Jingyi Yu, Yuyao Zhang

IEEE J-BHI 中科院 1 区 TOP，IF=7.7

Feb, 2023 Paper Code

Self-supervised high-dimensional magnetic resonance image denoising using super-resolved single noisy image

Changhao Jiang, Xuanyu Tian, Yanbin Li, Jiangjie Wu, Xin Mu, Lei Zhang, Yuyao Zhang

IEEE ISBI 2023 医学影像顶会

Jan, 2023 Paper

Self-supervised arbitrary scale super-resolution framework for anisotropic MRI

Haonan Zhang, Yuhan Zhang, Qing Wu, Jiangjie Wu, Zhiming Zhen, Feng Shi, Jianmin Yuan, Hongjiang Wei, Chen Liu, Yuyao Zhang

IEEE ISBI 2023 医学影像顶会

Jan, 2023 Paper

Joint Rigid Motion Correction and Sparse-View CT via Self-Calibrating Neural Field

Qing Wu, Xin Li, Hongjiang Wei, Jingyi Yu, Yuyao Zhang

IEEE ISBI 2023 医学影像顶会

Jan, 2023 Paper

ASSURED: A Self-supervised Deep Decoder Network for Fetus Brain MRI Reconstruction

Jiangjie Wu, Lixuan Chen, Zhenghao Li, Rongpin Wang, Hongjiang Wei, and Yuyao Zhang

IEEE ISBI 2023 医学影像顶会

Jan, 2023 Paper

A scan-specific unsupervised method for parallel MRI reconstruction via implicit neural representation

Ruimin Feng, Qing Wu, Yuyao Zhang, Hongjiang Wei

IEEE ISBI 2023 医学影像顶会

Jan, 2023 Paper

SCULPTOR: Skeleton-Consistent Face Creation Using a Learned Parametric Generator

Zesong Qiu, Yuwei Li, Dongming He, Qixuan Zhang, Longwen Zhang, Yinghao Zhang, Jingya Wang, Lan Xu, Xudong Wang, Yuyao Zhang, Jingyi Yu

SIGGRAPH Asia 2022 CCF-A Oral Presentation

Nov, 2022 Paper Code

Noise2SR: Learning to Denoise from Super-Resolved Single Noisy Fluorescence Image

Xuanyu Tian, Qing Wu, Hongjiang Wei, Yuyao Zhang

MICCAI 2022 医学影像顶会，CCF-B

Sep, 2022 Paper

Continuous Longitudinal Fetus Brain Atlas Construction via Implicit Neural Representation

Lixuan Chen, Jiangjie Wu, Qing Wu, Hongjiang Wei, Yuyao Zhang

MICCAI workshop PIPPI 2022 Best Paper Honorable Mention

Sep, 2022 Paper

Quantitative susceptibility atlas construction in Montreal Neurological Institute space: towards histological-consistent iron-rich deep brain nucleus subregion identification

Chenyu He, Xiaojun Guan, Weimin Zhang, Jun Li, Chunlei Liu, Hongjiang Wei, Xiaojun Xu, Yuyao Zhang

Brain Structure and Function 中科院 2 区，IF=3.0

Aug, 2022 Paper Code

NIMBLE: a non-rigid hand model with bones and muscles

Yuwei Li, Longwen Zhang, Zesong Qiu, Yingwenqi Jiang, Nianyi Li, Yuexin Ma, Yuyao Zhang, Lan Xu, Jingyi Yu

SIGGRAPH 2022 CCF-A

Jul, 2022 Paper Code

Steroids Therapy in Patients With Severe COVID-19: Association With Decreasing of Pneumonia Fibrotic Tissue Volume

Jin-wei He, Ying Su, Ze-song Qiu, Jiang-jie Wu, Jun Chen, Zhe Luo, Yuyao Zhang

Frontiers in Medicine 中科院 3 区，IF=3.9

Jun, 2022 Paper

Node-aligned Graph Convolutional Network for Whole-slide Image Representation and Classification

Guan Yonghang, Zhang Jun, Tian Kuan, Yang Sen, Dong Pei, Xiang Jinxi, Yang Wei, Huang Junzhou, Zhang Yuyao, Han Xiao

CVPR 2022 CCF-A Oral Presentation

Jun, 2022 Paper Code

Usage of compromised lung volume in monitoring steroid therapy on severe COVID-19

Ying Su, Ze-song Qiu, Jun Chen, Min-jie Ju, Guo-guang Ma, Jin-wei He, Shen-ji Yu, Kai Liu, Fleming Y. M. Lure, Guo-wei Tu, Yu-yao Zhang, Zhe Luo

Respiratory Research 中科院 2 区，IF=5.8

Apr, 2022 Paper

Longitudinal Chinese Population Structural Fetal Brain Atlases Construction: toward precise fetal brain segmentation

Jiangjie Wu, Boliang Yu, Lihui Wang, Qing Yang, Yuyao Zhang

IEEE EMBC 2021

Nov, 2021 Paper

DeepQSMSeg: A Deep Learning-based Sub-cortical Nucleus Segmentation Tool for Quantitative Susceptibility Mapping

Yonghang Guan, Xiaojun Guan, Jingjing Xu, Hongjiang Wei, Xiaojun Xu, Yuyao Zhang

IEEE EMBC 2021

Nov, 2021 Paper

Age-specific structural fetal brain atlases construction and cortical development quantification for chinese population

Jiangjie Wu, Taotao Sun, Boliang Yu, Zhenghao Li, Qing Wu, Yutong Wang, Zhaoxia Qian, Yuyao Zhang, Ling Jiang, Hongjiang Wei

NeuroImage 中科院 1 区 TOP，IF=5.7

Nov, 2021 Paper

IREM: High-Resolution Magnetic Resonance Image Reconstruction via Implicit Neural Representation

Qing Wu, Yuwei Li, Lan Xu, Ruiming Feng, Hongjiang Wei, Qing Yang, Boliang Yu, Xiaozhao Liu, Jingyi Yu, Yuyao Zhang

MICCAI 2021 医学影像顶会，CCF-B

Sep, 2021 Paper

HybraPD atlas: Towards precise subcortical nuclei segmentation using multimodality medical images in patients with Parkinson disease

Boliang Yu, Ling Li, Xiaojun Guan, Xiaojun Xu, Xueling Liu, Qing Yang, Hongjiang Wei, Chuantao Zuo, Yuyao Zhang

Human Brain Mapping 中科院 2 区，IF=4.8

Jun, 2021 Paper Code