Sparsity-undersampling tradeoff of compressed sensing in the complex domain. - Zai Yang; Cishen Zhang (ICASSP, 2011)

Orthonormal expansion ℓ1-minimization for compressed sensing in MRI. - Jun Deng; Zai Yang; Cishen Zhang; Wenmiao Lu (ICIP, 2011)

Orthonormal Expansion ℓ1-Minimization Algorithms for Compressed Sensing. - Zai Yang; Cishen Zhang; Jun Deng; Wenmiao Lu (IEEE Trans. Signal Process., 2011)

Accurate signal recovery in quantized compressed sensing. - Zai Yang; Lihua Xie 001; Cishen Zhang (FUSION, 2012)

Stable signal recovery in compressed sensing with a structured matrix perturbation. - Zai Yang; Cishen Zhang; Lihua Xie 001 (ICASSP, 2012)

Unified framework and algorithm for quantized compressed sensing - Zai Yang; Lihua Xie 001; Cishen Zhang (CoRR, 2012)

Bayesian compressed sensing with new sparsity-inducing prior - Zai Yang; Lihua Xie 001; Cishen Zhang (CoRR, 2012)

On Phase Transition of Compressed Sensing in the Complex Domain. - Zai Yang; Cishen Zhang; Lihua Xie 001 (IEEE Signal Process. Lett., 2012)

Robustly Stable Signal Recovery in Compressed Sensing With Structured Matrix Perturbation. - Zai Yang; Cishen Zhang; Lihua Xie 001 (IEEE Trans. Signal Process., 2012)

The l1 measure of image reconstruction subject to motion corrupted k-space data. - Cishen Zhang; Zai Yang; Lihua Xie 001 (ICCA, 2013)

Sparse MRI for motion correction. - Zai Yang; Cishen Zhang; Lihua Xie 001 (ISBI, 2013)

Robust Compressive Phase Retrieval via L1 Minimization With Application to Image Reconstruction - Zai Yang; Cishen Zhang; Lihua Xie 001 (CoRR, 2013)

Asymptotic Analysis of Complex LASSO via Complex Approximate Message Passing (CAMP). - Arian Maleki; Laura Anitori; Zai Yang; Richard G. Baraniuk (IEEE Trans. Inf. Theory, 2013)

Off-Grid Direction of Arrival Estimation Using Sparse Bayesian Inference. - Zai Yang; Lihua Xie 001; Cishen Zhang (IEEE Trans. Signal Process., 2013)

Variational Bayesian Algorithm for Quantized Compressed Sensing. - Zai Yang; Lihua Xie 001; Cishen Zhang (IEEE Trans. Signal Process., 2013)

Gridless compressive-sensing methods for frequency estimation: Points of tangency and links to basics. - Petre Stoica; Gongguo Tang; Zai Yang; Dave Zachariah (EUSIPCO, 2014)

Continuous compressed sensing with a single or multiple measurement vectors. - Zai Yang; Lihua Xie 001 (SSP, 2014)

Exact Joint Sparse Frequency Recovery via Optimization Methods. - Zai Yang; Lihua Xie 001 (CoRR, 2014)

A Discretization-Free Sparse and Parametric Approach for Linear Array Signal Processing. - Zai Yang; Lihua Xie 001; Cishen Zhang (IEEE Trans. Signal Process., 2014)

Achieving high resolution for super-resolution via reweighted atomic norm minimization. - Zai Yang; Lihua Xie 001 (ICASSP, 2015)

Generalized Vandermonde decomposition and its use for multi-dimensional super-resolution. - Zai Yang; Lihua Xie 001; Petre Stoica (ISIT, 2015)

On Gridless Sparse Methods for Line Spectral Estimation From Complete and Incomplete Data. - Zai Yang; Lihua Xie 001 (IEEE Trans. Signal Process., 2015)

TDOA-Based Source Localization With Distance-Dependent Noises. - Baoqi Huang; Lihua Xie 001; Zai Yang (IEEE Trans. Wirel. Commun., 2015)

On gridless sparse methods for multi-snapshot DOA estimation. - Zai Yang; Lihua Xie 001 (ICASSP, 2016)

A weighted atomic norm approach to spectral super-resolution with probabilistic priors. - Zai Yang; Lihua Xie 001 (ICASSP, 2016)

Sparse Methods for Direction-of-Arrival Estimation. - Zai Yang; Jian Li 001; Petre Stoica; Lihua Xie 001 (CoRR, 2016)

Vandermonde Decomposition of Multilevel Toeplitz Matrices With Application to Multidimensional Super-Resolution. - Zai Yang; Lihua Xie 001; Petre Stoica (IEEE Trans. Inf. Theory, 2016)

Enhancing Sparsity and Resolution via Reweighted Atomic Norm Minimization. - Zai Yang; Lihua Xie 001 (IEEE Trans. Signal Process., 2016)

A gridless sparse method for super-resolution of harmonics. - Zai Yang (EUSIPCO, 2017)

On Gridless Sparse Methods for Multi-snapshot Direction of Arrival Estimation. - Zai Yang; Lihua Xie 001 (Circuits Syst. Signal Process., 2017)

Average Case Analysis of Compressive Multichannel Frequency Estimation Using Atomic Norm Minimization. - Zai Yang; Yonina C. Eldar; Lihua Xie 001 (DSP, 2018)

Frequency-selective Vandermonde decomposition of Toeplitz matrices with applications. - Zai Yang; Lihua Xie 001 (Signal Process., 2018)

Fast convex optimization method for frequency estimation with prior knowledge in all dimensions. - Zai Yang; Lihua Xie 001 (Signal Process., 2018)

Hadamard Product Perspective on Source Resolvability of Spatial-smoothing-based Subspace Methods. - Zai Yang; Petre Stoica (ICASSP, 2019)

On the Sample Complexity of Multichannel Frequency Estimation via Convex Optimization. - Zai Yang; Jinhui Tang 001; Yonina C. Eldar; Lihua Xie 001 (IEEE Trans. Inf. Theory, 2019)

Source Resolvability of Spatial-Smoothing-Based Subspace Methods: A Hadamard Product Perspective. - Zai Yang; Petre Stoica; Jinhui Tang 001 (IEEE Trans. Signal Process., 2019)

Forward-Backward Hankel Matrix Fitting for Spectral Super-Resolution. - Zai Yang; Xunmeng Wu (EUSIPCO, 2020)

New Low Rank Optimization Model and Convex Approach for Robust Spectral Compressed Sensing. - Zai Yang; Xunmeng Wu (CoRR, 2021)

Localizing More Sources than Sensors in Presence of Coherent Sources. - Xinyao Chen; Zai Yang (ICASSP, 2022)

On Parameter Identifiability of Diversity-Smoothing-Based MIMO Radar. - Junpeng Shi; Zai Yang; Yongxiang Liu (IEEE Trans. Aerosp. Electron. Syst., 2022)

Maximum Likelihood Line Spectral Estimation in the Signal Domain: A Rank-Constrained Structured Matrix Recovery Approach. - Xunmeng Wu; Zai Yang; Petre Stoica; Zongben Xu (IEEE Trans. Signal Process., 2022)

Channel Estimation for RIS-Aided MIMO Systems via Partially Decoupled Atomic Norm Minimization. - Yonghui Chu; Zhiqiang Wei 001; Zai Yang; Derrick Wing Kwan Ng (GLOBECOM, 2023)

Spectral Super-Resolution on the Unit Circle Via Gradient Descent. - Xunmeng Wu; Zai Yang; Jian-Feng Cai 001; Zongben Xu (ICASSP, 2023)

Source Localization for Constant Modulus Signals Using a Structured Matrix Recovery Technique (SMART). - Xunmeng Wu; Zai Yang; Zhiqiang Wei 001; Zongben Xu (SSP, 2023)

Nonasymptotic Analysis of Direct-Augmentation ESPRIT for Localization of More Sources Than Sensors Using Sparse Arrays. - Zai Yang; Kaijie Wang (SSP, 2023)

Rate-Distortion Tradeoff of Bistatic Integrated Sensing and Communication. - Tian Jiao; Zhiqiang Wei 001; Yanlin Geng; Kai Wan; Zai Yang (CoRR, 2023)

Nonasymptotic Performance Analysis of ESPRIT and Spatial-Smoothing ESPRIT. - Zai Yang (IEEE Trans. Inf. Theory, 2023)

Multichannel Frequency Estimation in Challenging Scenarios via Structured Matrix Embedding and Recovery (StruMER). - Xunmeng Wu; Zai Yang; Zongben Xu (IEEE Trans. Signal Process., 2023)

New reweighted atomic norm minimization approach for line spectral estimation. - Yonghui Chu; Zhiqiang Wei 001; Zai Yang (Signal Process., 2023)

A Robust and Statistically Efficient Maximum-Likelihood Method for DOA Estimation Using Sparse Linear Arrays. - Zai Yang; Xinyao Chen; Xunmeng Wu (IEEE Trans. Aerosp. Electron. Syst., 2023)

Nonasymptotic Performance Analysis of Direct-Augmentation and Spatial-Smoothing ESPRIT for Localization of More Sources Than Sensors Using Sparse Arrays. - Zai Yang; Kaijie Wang (IEEE Trans. Aerosp. Electron. Syst., 2023)

Wideband Direction-of-Arrival Estimation via Covariance Fitting and Focusing. - Xunmeng Wu; Zai Yang; Zhiqiang Wei 001; Robert Schober; Zongben Xu (EUSIPCO, 2024)

Target Signal Power Improvement and Clutter Suppression via Beamforming for Integrated Sensing and Communication Systems. - Sikai Ge; Zhiqiang Wei 001; Zai Yang (ICASSP, 2024)

On Unique Localization of Uncorrelated Constant-Modulus Sources Using Sparse Linear Arrays. - Wenlong Wang; Zai Yang; Xunmeng Wu (ICASSP, 2024)

Reweighted Atomic Norm Minimization for One-Bit Multichannel Spectral Compressed Sensing. - Weichao Zheng; Zai Yang (ICASSP, 2024)

Blahut-Arimoto Algorithm for Computing Capacity Region of Gaussian Vector Broadcast Channels. - Tian Jiao; Yanlin Geng; Zai Yang (ISIT, 2024)

Rate-Distortion Tradeoff of Bistatic Integrated Sensing and Communication. - Tian Jiao; Zhiqiang Wei 001; Yanlin Geng; Kai Wan; Zai Yang; Giuseppe Caire (ITW, 2024)

RIS-aided MIMO Beamforming: Piece-Wise Near-field Channel Model. - Weijian Chen; Zai Yang; Zhiqiang Wei 001; Derrick Wing Kwan Ng; Michail Matthaiou (CoRR, 2024)

UAV-Enabled Secure ISAC Against Dual Eavesdropping Threats: Joint Beamforming and Trajectory Design. - Jianping Yao; Zeyu Yang; Zai Yang; Jie Xu; Tony Q. S. Quek (CoRR, 2024)

Multichannel Frequency Estimation with Constant Amplitude via Convex Structured Low-Rank Approximation. - Xunmeng Wu; Zai Yang; Zongben Xu (SIAM J. Matrix Anal. Appl., 2024)

A Robust Super-Resolution Gridless Imaging Framework for UAV-Borne SAR Tomography. - Silin Gao; Wenlong Wang; Muhan Wang; Zhe Zhang 026; Zai Yang; Xiaolan Qiu; Bingchen Zhang; Yirong Wu (IEEE Trans. Geosci. Remote. Sens., 2024)

COFFEE: Covariance Fitting and Focusing for Wideband Direction-of-Arrival Estimation. - Xunmeng Wu; Zai Yang; Zhiqiang Wei 001; Robert Schober; Zongben Xu (IEEE Trans. Signal Process., 2024)

Direction-of-Arrival Estimation for Constant Modulus Signals Using a Structured Matrix Recovery Technique. - Xunmeng Wu; Zai Yang; Zhiqiang Wei 001; Zongben Xu (IEEE Trans. Wirel. Commun., 2024)

Integrated Sensing, Navigation, and Communication for Secure UAV Networks With a Mobile Eavesdropper. - Zhiqiang Wei 001; Fan Liu 005; Chang Liu 003; Zai Yang; Derrick Wing Kwan Ng; Robert Schober (IEEE Trans. Wirel. Commun., 2024)

Channel Estimation for RIS-Aided MIMO Systems: A Partially Decoupled Atomic Norm Minimization Approach. - Yonghui Chu; Zhiqiang Wei 001; Zai Yang; Derrick Wing Kwan Ng (IEEE Trans. Wirel. Commun., 2024)

On Noise-Sensitivity of Unlimited Sampling in Line Spectral Estimation. - Wenlong Wang; Zai Yang (ICASSP, 2025)

Low-Complexity Algorithms for Multichannel Spectral Super-Resolution. - Xunmeng Wu; Zai Yang; Zongben Xu (ICASSP Workshops, 2025)

D2CN: Distributed Deep Convolutional Network. - Yi Ding; Junpeng Shi; Zai Yang; Zhiyuan Zhang 002; Yongxiang Liu; Xiang Li 014 (IEEE Trans. Signal Process., 2025)

Gaussian Blahut-Arimoto Algorithm for Capacity Region Calculation of Gaussian Vector Broadcast Channels. - Tian Jiao; Yanlin Geng; Yonghui Chu; Anthony Man-Cho So; Zai Yang (CoRR, 2025)

Multichannel Sparse Recovery for Constant Modulus Signals via $ ell _{{ infty}, 1}$ Minimization. - Yi-Lin Mo; Wenlong Wang; Junpeng Shi; Zai Yang (IEEE Trans. Aerosp. Electron. Syst., 2025)