Leslie Ying

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 49

Top Topics

Manifold Learning

Top Venues

IEEE Trans. Medical Imaging

Publications

Peizhou Huang, Chaoyi Zhang, Xiaoliang Zhang, Xiaojuan Li, Dong Liang, Leslie Ying
Self-Supervised Deep Unrolled Reconstruction Using Regularization by Denoising. IEEE Trans. Medical Imaging 43 (3) (2024)
Kasra Borazjani, Naji Khosravan, Leslie Ying, Seyyedali Hosseinalipour
Multi-Modal Federated Learning for Cancer Staging over Non-IID Datasets with Unbalanced Modalities. CoRR (2024)
Yue Guan, Yudu Li, Ruihao Liu, Ziyu Meng, Yao Li, Leslie Ying, Yiping P. Du, Zhi-Pei Liang
Subspace Model-Assisted Deep Learning for Improved Image Reconstruction. IEEE Trans. Medical Imaging 42 (12) (2023)
Yousuf Babiker M. Osman, Cheng Li, Weijian Huang, Nazik Elsayed, Leslie Ying, Hairong Zheng, Shanshan Wang
Semi-Supervised and Self-Supervised Collaborative Learning for Prostate 3D MR Image Segmentation. ISBI (2023)
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
Equilibrated Zeroth-Order Unrolled Deep Network for Parallel MR Imaging. IEEE Trans. Medical Imaging 42 (12) (2023)
Yanjie Zhu, Jing Cheng, Zhuo-Xu Cui, Qingyong Zhu, Leslie Ying, Dong Liang
Physics-Driven Deep Learning Methods for Fast Quantitative Magnetic Resonance Imaging: Performance improvements through integration with deep neural networks. IEEE Signal Process. Mag. 40 (2) (2023)
Peizhou Huang, Chaoyi Zhang, Xiaoliang Zhang, Xiaojuan Li, Liang Dong, Leslie Ying
Unsupervised Deep Unrolled Reconstruction Using Regularization by Denoising. CoRR (2022)
Konstantinos Slavakis, Gaurav N. Shetty, Loris Cannelli, Gesualdo Scutari, Ukash Nakarmi, Leslie Ying
Kernel Regression Imputation in Manifolds Via Bi-Linear Modeling: The Dynamic-MRI Case. IEEE Trans. Computational Imaging 8 (2022)
Yihang Zhou, Haifeng Wang, Yuanyuan Liu, Dong Liang, Leslie Ying
Accelerating MR Parameter Mapping Using Nonlinear Compressive Manifold Learning and Regularized Pre-Imaging. IEEE Trans. Biomed. Eng. 69 (10) (2022)
Ziwen Ke, Zhuoxu Cui, Wenqi Huang, Jing Cheng, Sen Jia, Haifeng Wang, Xin Liu, Hairong Zheng, Leslie Ying, Yanjie Zhu, Dong Liang
Deep Manifold Learning for Dynamic MR Imaging. CoRR (2021)
Wenqi Huang, Ziwen Ke, Zhuoxu Cui, Jing Cheng, Zhilang Qiu, Sen Jia, Leslie Ying, Yanjie Zhu, Dong Liang
Deep low-Rank plus sparse network for dynamic MR imaging. Medical Image Anal. 73 (2021)
Ziwen Ke, Wenqi Huang, Zhuo-Xu Cui, Jing Cheng, Sen Jia, Haifeng Wang, Xin Liu, Hairong Zheng, Leslie Ying, Yanjie Zhu, Dong Liang
Learned Low-Rank Priors in Dynamic MR Imaging. IEEE Trans. Medical Imaging 40 (12) (2021)
Jing Cheng, Zhuo-Xu Cui, Wenqi Huang, Ziwen Ke, Leslie Ying, Haifeng Wang, Yanjie Zhu, Dong Liang
Learning Data Consistency and its Application to Dynamic MR Imaging. IEEE Trans. Medical Imaging 40 (11) (2021)
Ziwen Ke, Zhuo-Xu Cui, Wenqi Huang, Jing Cheng, Sen Jia, Leslie Ying, Yanjie Zhu, Dong Liang
Deep Manifold Learning for Dynamic MR Imaging. IEEE Trans. Computational Imaging 7 (2021)
Gaurav N. Shetty, Konstantinos Slavakis, Ukash Nakarmi, Gesualdo Scutari, Leslie Ying
Kernel Bi-Linear Modeling for Reconstructing Data on Manifolds: The Dynamic-MRI Case. EUSIPCO (2020)
Mathews Jacob, Jong Chul Ye, Leslie Ying, Mariya Doneva
Computational MRI: Compressive Sensing and Beyond [From the Guest Editors]. IEEE Signal Process. Mag. 37 (1) (2020)
Hongyu Li, Zifei Liang, Chaoyi Zhang, Ruiying Liu, Jing Li, Weihong Zhang, Dong Liang, Bowen Shen, Xiaoliang Zhang, Yulin Ge, Jiangyang Zhang, Leslie Ying
Deep Learning for Highly Accelerated Diffusion Tensor Imaging. CoRR (2020)
Chaoyi Zhang, Tanzil Mahmud Arefin, Ukash Nakarmi, Choong-Heon Lee, Hongyu Li, Dong Liang, Jiangyang Zhang, Leslie Ying
Acceleration of three-dimensional diffusion magnetic resonance imaging using a kernel low-rank compressed sensing method. NeuroImage 210 (2020)
Ziwen Ke, Wenqi Huang, Jing Cheng, Sen Jia, Haifeng Wang, Xin Liu, Hairong Zheng, Leslie Ying, Yanjie Zhu, Dong Liang
Deep Low-rank Prior in Dynamic MR Imaging. CoRR (2020)
Ukash Nakarmi, Joseph Y. Cheng, Edgar P. Rios, Morteza Mardani, John M. Pauly, Leslie Ying, Shreyas S. Vasanawala
Multi-scale Unrolled Deep Learning Framework for Accelerated Magnetic Resonance Imaging. ISBI (2020)
Xiangshun Liu, Minghui Zhang, Qiegen Liu, Taohui Xiao, Hairong Zheng, Leslie Ying, Shanshan Wang
Multi-Contrast Mr Reconstruction with Enhanced Denoising Autoencoder Prior Learning. ISBI (2020)
Gaurav N. Shetty, Konstantinos Slavakis, Abhishek Bose, Ukash Nakarmi, Gesualdo Scutari, Leslie Ying
Bi-Linear Modeling of Data Manifolds for Dynamic-MRI Recovery. IEEE Trans. Medical Imaging 39 (3) (2020)
Dong Liang, Jing Cheng, Ziwen Ke, Leslie Ying
Deep Magnetic Resonance Image Reconstruction: Inverse Problems Meet Neural Networks. IEEE Signal Process. Mag. 37 (1) (2020)
Huijuan Zhang, Hongyu Li, Nikhila Nyayapathi, Depeng Wang, Alisa Le, Leslie Ying, Jun Xia
A New Deep Learning Network for Mitigating Limited-view and Under-sampling Artifacts in Ring-shaped Photoacoustic Tomography. Comput. Medical Imaging Graph. 84 (2020)
Gaurav N. Shetty, Konstantinos Slavakis, Ukash Nakarmi, Gesualdo Scutari, Leslie Ying
Kernel Bi-Linear Modeling for Reconstructing Data on Manifolds: The Dynamic-MRI Case. CoRR (2020)
Shanshan Wang, Huitao Cheng, Leslie Ying, Taohui Xiao, Ziwen Ke, Xin Liu, Hairong Zheng, Dong Liang
DeepcomplexMRI: Exploiting deep residual network for fast parallel MR imaging with complex convolution. CoRR (2019)
Jingyuan Lyu, Ukash Nakarmi, Dong Liang, Jinhua Sheng, Leslie Ying
KerNL: Kernel-Based Nonlinear Approach to Parallel MRI Reconstruction. IEEE Trans. Medical Imaging 38 (1) (2019)
Dong Liang, Jing Cheng, Ziwen Ke, Leslie Ying
Deep MRI Reconstruction: Unrolled Optimization Algorithms Meet Neural Networks. CoRR (2019)
Jing Cheng, Haifeng Wang, Leslie Ying, Dong Liang
Model Learning: Primal Dual Networks for Fast MR imaging. CoRR (2019)
Yanjie Zhu, Ziwen Ke, Jing Cheng, Sen Jia, Yuanyuan Liu, Haifeng Wang, Leslie Ying, Xin Liu, Hairong Zheng, Dong Liang
An Unsupervised Deep Learning Method for Parallel Cardiac MRI via Time-Interleaved Sampling. CoRR (2019)
Haifeng Wang, Zhilang Qiu, Shi Su, Leslie Ying, Dong Liang
Fast Calculation Method of Average G-Factor for Wave-CAIPI Imaging. ISBI (2019)
Jing Cheng, Haifeng Wang, Leslie Ying, Dong Liang
Model Learning: Primal Dual Networks for Fast MR Imaging. MICCAI (3) (2019)
Sunil Kumar Gaire, Chaoyi Zhang, Hongyu Li, Peizhou Huang, Ruiying Liu, Haifeng Wang, Dong Liang, Leslie Ying
Accelerated 3D Localization Microscopy Using Blind Sparse Inpainting. ISBI (2019)
Ziwen Ke, Shanshan Wang, Huitao Cheng, Leslie Ying, Qiegen Liu, Hairong Zheng, Dong Liang
CRDN: Cascaded Residual Dense Networks for Dynamic MR Imaging with Edge-enhanced Loss Constraint. CoRR (2019)
Haifeng Wang, Jing Cheng, Sen Jia, Zhilang Qiu, Caiyun Shi, Lixian Zou, Shi Su, Yuchou Chang, Yanjie Zhu, Leslie Ying, Dong Liang
Accelerating MR Imaging via Deep Chambolle-Pock Network. EMBC (2019)
Jing Cheng, Haifeng Wang, Yanjie Zhu, Qiegen Liu, Hairong Zheng, Leslie Ying, Dong Liang
Model-based Deep MR Imaging: the roadmap of generalizing compressed sensing model using deep learning. CoRR (2019)
Ukash Nakarmi, Konstantinos Slavakis, Leslie Ying
MLS: Joint manifold-learning and sparsity-aware framework for highly accelerated dynamic magnetic resonance imaging. ISBI (2018)
S. K. HashemizadehKolowri, Rong-Rong Chen, Edward V. R. DiBella, Edward W. Hsu, Leslie Ying, Ganesh Adluru
Improving image reconstructions for simultaneous multi-slice readout-segmented diffusion MRI data with phase errors. ISBI (2018)
Shanshan Wang, Sha Tan, Yuan Gao, Qiegen Liu, Leslie Ying, Taohui Xiao, Yuanyuan Liu, Xin Liu, Hairong Zheng, Dong Liang
Learning Joint-Sparse Codes for Calibration-Free Parallel MR Imaging. IEEE Trans. Medical Imaging 37 (1) (2018)
Zihao Shan, Zhan Qin, Leslie Ying, Kui Ren
SecSAKE: Towards Secure and Efficient Outsourcing of Clinical MRI Reconstruction. AsiaCCS (2018)
Bao Yang, Leslie Ying, Jing Tang
Artificial Neural Network Enhanced Bayesian PET Image Reconstruction. IEEE Trans. Medical Imaging 37 (6) (2018)
Shanshan Wang, Ziwen Ke, Huitao Cheng, Sen Jia, Leslie Ying, Hairong Zheng, Dong Liang
DIMENSION: Dynamic MR Imaging with Both K-space and Spatial Prior Knowledge Obtained via Multi-Supervised Network Training. CoRR (2018)
Gaurav N. Shetty, Konstantinos Slavakis, Abhishek Bose, Ukash Nakarmi, Leslie Ying, Gesualdo Scutari
Bi-Linear Modeling of Data Manifolds for Dynamic-MRI Recovery. CoRR (2018)
Konstantinos Slavakis, Gaurav N. Shetty, Abhishek Bose, Ukash Nakarmi, Leslie Ying
Bi-Linear modeling of manifold-data geometry for Dynamic-MRI recovery. CAMSAP (2017)
Ukash Nakarmi, Konstantinos Slavakis, Jingyuan Lyu, Leslie Ying
M-MRI: A manifold-based framework to highly accelerated dynamic magnetic resonance imaging. ISBI (2017)
Ukash Nakarmi, Yanhua Wang, Jingyuan Lyu, Dong Liang, Leslie Ying
A Kernel-Based Low-Rank (KLR) Model for Low-Dimensional Manifold Recovery in Highly Accelerated Dynamic MRI. IEEE Trans. Medical Imaging 36 (11) (2017)
Bao Yang, Leslie Ying, Jing Tang
Enhancing Bayesian PET image reconstruction using neural networks. ISBI (2017)
Ukash Nakarmi, Yihang Zhou, Jingyuan Lyu, Konstantinos Slavakis, Leslie Ying
Accelerating dynamic magnetic resonance imaging by nonlinear sparse coding. ISBI (2016)
Shanshan Wang, Zhenghang Su, Leslie Ying, Xi Peng, Shun Zhu, Feng Liang, Dagan Feng, Dong Liang
Accelerating magnetic resonance imaging via deep learning. ISBI (2016)
Yihang Zhou, Chao Shi, Fuquan Ren, Jingyuan Lyu, Dong Liang, Leslie Ying
Accelerating MR parameter mapping using nonlinear manifold learning and supervised pre-imaging. ISBI (2015)
Chao Shi, Yihang Zhou, Yanhua Wang, Jingyuan Lyu, Dong Liang, Leslie Ying
Recovery of parametric manifold from reduced measurements: Application to magnetic resonance parameter mapping. ISBI (2015)
Rachel P. Wood, Parag Khobragade, Leslie Ying, Kenneth V. Snyder, David S. Wack, Daniel R. Bednarek, Stephen Rudin, Ciprian N. Ionita
Initial testing of a 3D printed perfusion phantom using digital subtraction angiography. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2015)
Shanshan Wang, Xi Peng, Pei Dong, Leslie Ying, David Dagan Feng, Dong Liang
Parallel imaging via sparse representation over a learned dictionary. ISBI (2015)
Walter G. Besio, Leslie Ying, Jie Liang, Nigel H. Lovell, Carmen C. Y. Poon, May D. Wang
Guest Editorial EMBC 2014. IEEE J. Biomed. Health Informatics 19 (4) (2015)
Ukash Nakarmi, Yanhua Wang, Jingyuan Lyu, Leslie Ying
Dynamic magnetic resonance imaging using compressed sensing with self-learned nonlinear dictionary (NL-D). ISBI (2015)
Yanhua Wang, Leslie Ying
Compressed Sensing Dynamic Cardiac Cine MRI Using Learned Spatiotemporal Dictionary. IEEE Trans. Biomed. Eng. 61 (4) (2014)
Huajun She, Rong-Rong Chen, Edward V. R. DiBella, Matthias Schabel, Leslie Ying
Highly accelerated dynamic contrast-enhanced MRI with temporal constrained reconstruction. EMBC (2014)
Yanhua Wang, Leslie Ying
Undersampled dynamic magnetic resonance imaging using kernel principal component analysis. EMBC (2014)
Xi Peng, Leslie Ying, Xin Liu, Dong Liang
Accurate T2 mapping with sparsity and linear predictability filtering. ISBI (2014)
Jing Tang, Yanhua Wang, Rutao Yao, Leslie Ying
Sparsity-based PET image reconstruction using MRI learned dictionaries. ISBI (2014)
Jingyuan Lyu, Yuchou Chang, Leslie Ying
Efficient GRAPPA reconstruction using random projection. ISBI (2013)
Yuqiong Ding, Leslie Ying, Na Zhang, Dong Liang
Noise behavior of MR brain reconstructions using compressed sensing. EMBC (2013)
Yanhua Wang, Yihang Zhou, Leslie Ying
Undersampled dynamic magnetic resonance imaging using patch-based spatiotemporal dictionaries. ISBI (2013)
Qiegen Liu, Shanshan Wang, Leslie Ying, Xi Peng, Yanjie Zhu, Dong Liang
Adaptive Dictionary Learning in Sparse Gradient Domain for Image Recovery. IEEE Trans. Image Process. 22 (12) (2013)
Yihang Zhou, Yanhua Wang, Leslie Ying
A kernel-based compressed sensing approach to dynamic MRI from highly undersampled data. ISBI (2013)
Qiegen Liu, Leslie Ying, Dong Liang
An efficient augmented Lagrangian algorithm for graph regularized sparse coding in clustering. ICASSP (2013)
Yuchou Chang, Kevin F. King, Dong Liang, Yong Wang, Leslie Ying
A kernel approach to compressed sensing parallel MRI. ISBI (2012)
Huajun She, Rong-Rong Chen, Dong Liang, Edward V. R. Di Bella, Leslie Ying
Simultaneous image reconstruction and sensitivity estimation in parallel MRI using blind compressed sensing. ISBI (2012)
Yanjie Zhu, Yin Wu, Yuanjie Zheng, Ed X. Wu, Leslie Ying, Dong Liang
A model-based method with joint sparsity constraint for direct diffusion tensor estimation. ISBI (2012)
Yong Wang, Dong Liang, Yuchou Chang, Leslie Ying
A hybrid total-variation minimization approach to compressed sensing. ISBI (2012)
Haifeng Wang, Dong Liang, Kevin F. King, Leslie Ying
Three-dimensional hybrid-encoded MRI using compressed sensing. ISBI (2012)
Yihang Zhou, Yuchou Chang, Dong Liang, Leslie Ying
k-t CSPI: A dynamic MRI reconstruction framework for combining compressed sensing and parallel imaging. ISBI (2012)
Dong Liang, Edward V. R. Di Bella, Rong-Rong Chen, Leslie Ying
K-T ISD: Compressed sensing with iterative support detection for dynamic MRI. ISBI (2011)
Yuchou Chang, Dong Liang, Leslie Ying
A kernel approach to parallel MRI reconstruction. ISBI (2011)
Christopher A. Baker, Kevin F. King, Dong Liang, Leslie Ying
Translational-invariant dictionaries for compressed sensing in magnetic resonance imaging. ISBI (2011)
Leslie Ying, Ezzatollah Salari
Beamlet Transform-Based Technique for Pavement Crack Detection and Classification. Comput. Aided Civ. Infrastructure Eng. 25 (8) (2010)
Huajun She, Rang-Rang Chen, Dong Liang, Yuchou Chang, Leslie Ying
Image reconstruction from phased-array MRI data based on multichannel blind deconvolution. ISBI (2010)
Leslie Ying, Zhi-Pei Liang
Parallel MRI Using Phased Array Coils. IEEE Signal Process. Mag. 27 (4) (2010)
Leslie Ying, Ezzatollah Salari
Beamlet transform based technique for pavement image processing and classification. EIT (2009)
Leslie Ying, Yi Ming Zou
Linear Transformations and Restricted Isometry Property CoRR (2009)
Dong Liang, Guangwu Xu, Haifeng Wang, Kevin F. King, Dan Xu, Leslie Ying
Toeplitz Random Encoding MR Imaging Using Compressed Sensing. ISBI (2009)
Dong Liang, Hao F. Zhang, Leslie Ying
Compressed-sensing Photoacoustic Imaging based on random optical illumination. Int. J. Funct. Informatics Pers. Medicine 2 (4) (2009)
Leslie Ying, Yi Ming Zou
Linear transformations and Restricted Isometry Property. ICASSP (2009)
Jawad Al-Asad, Alireza Moghaddamjoo, Leslie Ying
Ultrasound Image De-Noising Through Karhunen-Loeve (K-L) Transform with Overlapping Segments. ISBI (2009)
Jinhua Sheng, Leslie Ying
A variable projection approach to parallel magnetic resonance imaging. ISBI (2008)
Florian M. Sebert, Leslie Ying, Yi Ming Zou
Toeplitz Block Matrices in Compressed Sensing CoRR (2008)
Bo Liu, Emad Abdelsalam, Jinhua Sheng, Leslie Ying
Improved spiral sense reconstruction using a multiscale wavelet model. ISBI (2008)
Bo Liu, Leslie Ying, Michael Steckner, Jun Xie, Jinhua Sheng
Regularized Sense Reconstruction Using Iteratively Refined Total Variation Method. ISBI (2007)
Jinhua Sheng, Leslie Ying, Erik Wiener, Bo Liu
Joint Estimation of Image and Coil Sensitivities in Parallel Spiral MRI. ISBI (2007)
Leslie Ying, Jinhua Sheng, Bo Liu
Joint estimation of image and coil sensitivities in parallel MRI. ISBI (2006)
Dan Xu, Leslie Ying, Zhi-Pei Liang
Dynamic MRI using spatiotemporal modeling with phased array coils. ISBI (2006)