Zhuo-Xu Cui - RankMe

45 papers C 1Journal 40Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	J-Score: Joint Distribution Learning With Score-Based Diffusion for Accelerating T1ρ Mapping. IEEE Trans. Medical Imaging Congcong Liu, Yuanyuan Liu, Chentao Cao, Jing Cheng, Qingyong Zhu, Tian Zhou, Chen Luo, Yanjie Zhu, Haifeng Wang, Zhuo-Xu Cui, Dong Liang
2025	J	`jnl`	Boosting of Mutual-Structure Denoising: A Plug-and-Play Solution for Compressive Sampling MRI Reconstruction With Theoretical Guarantees. IEEE Signal Process. Lett. Qingyong Zhu, Majun Shi, Zhuo-Xu Cui, Hongwu Zeng, Dong Liang
2025	J	`jnl`	DUN-SRE: Deep Unrolling Network With Spatiotemporal Rotation Equivariance for Dynamic MRI Reconstruction. IEEE J. Sel. Top. Signal Process. Yuliang Zhu, Jing Cheng, Qi Xie, Zhuo-Xu Cui, Qingyong Zhu, Yuanyuan Liu, Xin Liu, Jianfeng Ren, Chengbo Wang, Dong Liang
2025	J	`jnl`	DUN-SRE: Deep Unrolling Network with Spatiotemporal Rotation Equivariance for Dynamic MRI Reconstruction. CoRR Yuliang Zhu, Jing Cheng, Qi Xie, Zhuo-Xu Cui, Qingyong Zhu, Yuanyuan Liu, Xin Liu, Jianfeng Ren, Chengbo Wang, Dong Liang
2025	—	`conf`	Equivariant Deformable Convolutions for Unrolling Networks in Cardiac Cine MR Imaging. BIBM Yuliang Zhu, Jing Cheng, Zhuo-Xu Cui, Qingyong Zhu, Yuanyuan Liu, Zhaochi Wen, Jianfeng Ren, Chengbo Wang, Dong Liang
2025	J	`jnl`	Flow-Guided Implicit Neural Representation for Motion-Aware Dynamic MRI Reconstruction. CoRR Baoqing Li, Yuanyuan Liu, Congcong Liu, Qingyong Zhu, Jing Cheng, Yihang Zhou, Hao Chen, Zhuo-Xu Cui, Dong Liang
2025	J	`jnl`	PEARL: Cascaded Self-Supervised Cross-Fusion Learning for Parallel MRI Acceleration. IEEE J. Biomed. Health Informatics Qingyong Zhu, Bei Liu, Zhuo-Xu Cui, Chentao Cao, Xiaomeng Yan, Yuanyuan Liu, Jing Cheng, Yihang Zhou, Yanjie Zhu, Haifeng Wang, Hongwu Zeng, Dong Liang
2025	J	`jnl`	SPIRiT-Diffusion: Self-Consistency Driven Diffusion Model for Accelerated MRI. IEEE Trans. Medical Imaging Zhuo-Xu Cui, Chentao Cao, Yue Wang, Sen Jia, Jing Cheng, Xin Liu, Hairong Zheng, Dong Liang, Yanjie Zhu
2025	J	`jnl`	Score-Based Diffusion Models With Self-Supervised Learning for Accelerated 3D Multi-Contrast Cardiac MR Imaging. IEEE Trans. Medical Imaging Yuanyuan Liu, Zhuo-Xu Cui, Shucong Qin, Congcong Liu, Hairong Zheng, Haifeng Wang, Yihang Zhou, Dong Liang, Yanjie Zhu
2025	J	`jnl`	Teaching AI Stepwise Diagnostic Reasoning with Report-Guided Chain-of-Thought Learning. CoRR Yihong Luo, Wenwu He, Zhuo-Xu Cui, Dong Liang
2025	—	`conf`	Towards Globally Predictable k-Space Interpolation: A White-Box Transformer Approach. MICCAI (8) Chen Luo, Qiyu Jin, Taofeng Xie, Xuemei Wang, Huayu Wang, Congcong Liu, Liming Tang, Guoqing Chen, Zhuo-Xu Cui, Dong Liang
2025	J	`jnl`	Towards Globally Predictable k-Space Interpolation: A White-box Transformer Approach. CoRR Chen Luo, Qiyu Jin, Taofeng Xie, Xuemei Wang, Huayu Wang, Congcong Liu, Liming Tang, Guoqing Chen, Zhuo-Xu Cui, Dong Liang
2024	J	`jnl`	A Two-Stage Generative Model with CycleGAN and Joint Diffusion for MRI-based Brain Tumor Detection. IEEE J. Biomed. Health Informatics Wenxin Wang, Zhuo-Xu Cui, Guanxun Cheng, Chentao Cao, Xi Xu, Ziwei Liu, Haifeng Wang, Yulong Qi, Dong Liang, Yanjie Zhu
2024	J	`jnl`	Guided MRI Reconstruction via Schrödinger Bridge. CoRR Yue Wang, Tian Zhou, Zhuo-Xu Cui, Bingsheng Huang, Hairong Zheng, Dong Liang, Yanjie Zhu
2024	J	`jnl`	High-Frequency Space Diffusion Model for Accelerated MRI. IEEE Trans. Medical Imaging Chentao Cao, Zhuo-Xu Cui, Yue Wang, Shaonan Liu, Taijin Chen, Hairong Zheng, Dong Liang, Yanjie Zhu
2024	J	`jnl`	Joint PET-MRI Reconstruction with Diffusion Stochastic Differential Model. CoRR Taofeng Xie, Zhuo-Xu Cui, Congcong Liu, Chen Luo, Huayu Wang, Yuanzhi Zhang, Xuemei Wang, Yihang Zhou, Qiyu Jin, Guoqing Chen, Dong Liang, Haifeng Wang
2024	J	`jnl`	Physics-Informed DeepMRI: k-Space Interpolation Meets Heat Diffusion. IEEE Trans. Medical Imaging Zhuo-Xu Cui, Congcong Liu, Xiaohong Fan, Chentao Cao, Jing Cheng, Qingyong Zhu, Yuanyuan Liu, Sen Jia, Haifeng Wang, Yanjie Zhu, Yihang Zhou, Jianping Zhang, Qiegen Liu, Dong Liang
2024	—	`conf`	SRE-CNN: A Spatiotemporal Rotation-Equivariant CNN for Cardiac Cine MR Imaging. MICCAI (7) Yuliang Zhu, Jing Cheng, Zhuo-Xu Cui, Jianfeng Ren, Chengbo Wang, Dong Liang
2024	J	`jnl`	SRE-CNN: A Spatiotemporal Rotation-Equivariant CNN for Cardiac Cine MR Imaging. CoRR Yuliang Zhu, Jing Cheng, Zhuo-Xu Cui, Jianfeng Ren, Chengbo Wang, Dong Liang
2024	—	`conf`	k-t Self-consistency Diffusion: A Physics-Informed Model for Dynamic MR Imaging. MICCAI (7) Ye Liu, Zhuo-Xu Cui, Kaicong Sun, Ting Zhao, Jing Cheng, Yuliang Zhu, Dinggang Shen, Dong Liang
2023	J	`jnl`	A Two-Stage Generative Model with CycleGAN and Joint Diffusion for MRI-based Brain Tumor Detection. CoRR Wenxin Wang, Zhuo-Xu Cui, Guanxun Cheng, Chentao Cao, Xi Xu, Ziwei Liu, Haifeng Wang, Yulong Qi, Dong Liang, Yanjie Zhu
2023	J	`jnl`	Accelerating Magnetic Resonance T IEEE Trans. Medical Imaging Yuanyuan Liu, Dong Liang, Zhuo-Xu Cui, Yuxin Yang, Chentao Cao, Qingyong Zhu, Jing Cheng, Caiyun Shi, Haifeng Wang, Yanjie Zhu
2023	J	`jnl`	Convex Latent-Optimized Adversarial Regularizers for Imaging Inverse Problems. CoRR Huayu Wang, Chen Luo, Taofeng Xie, Qiyu Jin, Guoqing Chen, Zhuo-Xu Cui, Dong Liang
2023	J	`jnl`	Equilibrated Zeroth-Order Unrolled Deep Network for Parallel MR Imaging. IEEE Trans. Medical Imaging Zhuo-Xu Cui, Sen Jia, Jing Cheng, Qingyong Zhu, Yuanyuan Liu, Kankan Zhao, Ziwen Ke, Wenqi Huang, Haifeng Wang, Yanjie Zhu, Leslie Ying, Dong Liang
2023	J	`jnl`	Joint Diffusion: Mutual Consistency-Driven Diffusion Model for PET-MRI Co-Reconstruction. CoRR Taofeng Xie, Zhuo-Xu Cui, Chen Luo, Huayu Wang, Congcong Liu, Yuanzhi Zhang, Xuemei Wang, Yanjie Zhu, Qiyu Jin, Guoqing Chen, Yihang Zhou, Dong Liang, Haifeng Wang
2023	J	`jnl`	K-UNN: k-space interpolation with untrained neural network. Medical Image Anal. Zhuo-Xu Cui, Sen Jia, Chentao Cao, Qingyong Zhu, Congcong Liu, Zhilang Qiu, Yuanyuan Liu, Jing Cheng, Haifeng Wang, Yanjie Zhu, Dong Liang
2023	J	`jnl`	Matrix Completion-Informed Deep Unfolded Equilibrium Models for Self-Supervised k-Space Interpolation in MRI. CoRR Chen Luo, Huayu Wang, Taofeng Xie, Qiyu Jin, Guoqing Chen, Zhuo-Xu Cui, Dong Liang
2023	J	`jnl`	Meta-Learning Enabled Score-Based Generative Model for 1.5T-Like Image Reconstruction from 0.5T MRI. CoRR Zhuo-Xu Cui, Congcong Liu, Chentao Cao, Yuanyuan Liu, Jing Cheng, Qingyong Zhu, Yanjie Zhu, Haifeng Wang, Dong Liang
2023	J	`jnl`	Physics-Driven Deep Learning Methods for Fast Quantitative Magnetic Resonance Imaging: Performance improvements through integration with deep neural networks. IEEE Signal Process. Mag. Yanjie Zhu, Jing Cheng, Zhuo-Xu Cui, Qingyong Zhu, Leslie Ying, Dong Liang
2023	J	`jnl`	Physics-Informed DeepMRI: Bridging the Gap from Heat Diffusion to k-Space Interpolation. CoRR Zhuo-Xu Cui, Congcong Liu, Xiaohong Fan, Chentao Cao, Jing Cheng, Qingyong Zhu, Yuanyuan Liu, Sen Jia, Yihang Zhou, Haifeng Wang, Yanjie Zhu, Jianping Zhang, Qiegen Liu, Dong Liang
2023	J	`jnl`	SPIRiT-Diffusion: Self-Consistency Driven Diffusion Model for Accelerated MRI. CoRR Zhuo-Xu Cui, Chentao Cao, Jing Cheng, Sen Jia, Hairong Zheng, Dong Liang, Yanjie Zhu
2022	J	`jnl`	Deep unfolding as iterative regularization for imaging inverse problems. CoRR Zhuo-Xu Cui, Qingyong Zhu, Jing Cheng, Dong Liang
2022	J	`jnl`	High-Frequency Space Diffusion Models for Accelerated MRI. CoRR Chentao Cao, Zhuo-Xu Cui, Shaonan Liu, Dong Liang, Yanjie Zhu
2022	J	`jnl`	K-UNN: k-Space Interpolation With Untrained Neural Network. CoRR Zhuo-Xu Cui, Sen Jia, Qingyong Zhu, Congcong Liu, Zhilang Qiu, Yuanyuan Liu, Jing Cheng, Haifeng Wang, Yanjie Zhu, Dong Liang
2022	J	`jnl`	PS-Net: Deep Partially Separable Modelling for Dynamic Magnetic Resonance Imaging. CoRR Chentao Cao, Zhuo-Xu Cui, Qingyong Zhu, Dong Liang, Yanjie Zhu
2022	J	`jnl`	SPIRiT-Diffusion: SPIRiT-driven Score-Based Generative Modeling for Vessel Wall imaging. CoRR Chentao Cao, Zhuo-Xu Cui, Jing Cheng, Sen Jia, Hairong Zheng, Dong Liang, Yanjie Zhu
2022	J	`jnl`	Self-Score: Self-Supervised Learning on Score-Based Models for MRI Reconstruction. CoRR Zhuo-Xu Cui, Chentao Cao, Shaonan Liu, Qingyong Zhu, Jing Cheng, Haifeng Wang, Yanjie Zhu, Dong Liang
2021	J	`jnl`	Deep Manifold Learning for Dynamic MR Imaging. IEEE Trans. Computational Imaging Ziwen Ke, Zhuo-Xu Cui, Wenqi Huang, Jing Cheng, Sen Jia, Leslie Ying, Yanjie Zhu, Dong Liang
2021	J	`jnl`	Equilibrated Zeroth-Order Unrolled Deep Networks for Accelerated MRI. CoRR Zhuo-Xu Cui, Jing Cheng, Qingyong Zhu, Yuanyuan Liu, Sen Jia, Kankan Zhao, Ziwen Ke, Wenqi Huang, Haifeng Wang, Yanjie Zhu, Dong Liang
2021	J	`jnl`	Learned Low-Rank Priors in Dynamic MR Imaging. IEEE Trans. Medical Imaging Ziwen Ke, Wenqi Huang, Zhuo-Xu Cui, Jing Cheng, Sen Jia, Haifeng Wang, Xin Liu, Hairong Zheng, Leslie Ying, Yanjie Zhu, Dong Liang
2021	J	`jnl`	Learning Data Consistency and its Application to Dynamic MR Imaging. IEEE Trans. Medical Imaging Jing Cheng, Zhuo-Xu Cui, Wenqi Huang, Ziwen Ke, Leslie Ying, Haifeng Wang, Yanjie Zhu, Dong Liang
2020	J	`jnl`	Momentum methods for stochastic optimization over time-varying directed networks. Signal Process. Zhuo-Xu Cui, Qibin Fan, Cui Jia
2020	C	`conf`	On the Non-ergodic Convergence Rate of the Directed Nonsmooth Composite Optimization. PDCAT Yichuan Dong, Zhuo-Xu Cui, Yong Zhang, Shengzhong Feng
2017	J	`jnl`	A nonconvex nonsmooth regularization method for compressed sensing and low rank matrix completion. Digit. Signal Process. Zhuo-Xu Cui, Qibin Fan
2017	J	`jnl`	A nonconvex nonsmooth regularization method with structure tensor total variation. J. Vis. Commun. Image Represent. Zhuo-Xu Cui, Qibin Fan, Yichuan Dong, Tong Liu