Compressed Sensing with General Frames via Optimal-dual-based ℓ1-analysis - Yulong Liu 002; Tiebin Mi; Shidong Li (CoRR, 2011)

Performance analysis of ℓ1-synthesis with coherent frames. - Yulong Liu 002; Shidong Li; Tiebin Mi; Hong Lei; Weidong Yu (ISIT, 2012)

The ℓ1 analysis approach by sparse dual frames for sparse signal recovery represented by frames. - Tiebin Mi; Shidong Li; Yulong Liu 002 (ISIT, 2012)

Performance Analysis of ℓ1-synthesis with Coherent Frames - Yulong Liu 002; Shidong Li; Tiebin Mi (CoRR, 2012)

Fast thresholding algorithms with feedbacks for sparse signal recovery - Tiebin Mi; Shidong Li; Yulong Liu 002 (CoRR, 2012)

Compressed Sensing With General Frames via Optimal-Dual-Based e1-Analysis. - Yulong Liu 002; Tiebin Mi; Shidong Li (IEEE Trans. Inf. Theory, 2012)

Corrupted sensing with sub-Gaussian measurements. - Jinchi Chen; Yulong Liu 002 (ISIT, 2017)

Compressed sensing with prior information via maximizing correlation. - Xu Zhang 011; Wei Cui 001; Yulong Liu 002 (ISIT, 2017)

On the phase transition of corrupted sensing. - Huan Zhang 006; Yulong Liu 002; Hong Lei (ISIT, 2017)

Phase Transition of Convex Programs for Linear Inverse Problems with Multiple Prior Constraints. - Huan Zhang 006; Yulong Liu 002; Hong Lei (CoRR, 2018)

Covariance Matrix Estimation from Correlated Samples. - Wei Cui 001; Xu Zhang 011; Yulong Liu 002 (CoRR, 2018)

Data-Time Tradeoffs for Corrupted Sensing. - Jinchi Chen; Yulong Liu 002 (IEEE Signal Process. Lett., 2018)

Recovery of Structured Signals With Prior Information via Maximizing Correlation. - Xu Zhang 011; Wei Cui 001; Yulong Liu 002 (IEEE Trans. Signal Process., 2018)

Recovery of Structured Signals From Corrupted Non-Linear Measurements. - Zhongxing Sun; Wei Cui 001; Yulong Liu 002 (ISIT, 2019)

Covariance Matrix Estimation from Correlated Sub-Gaussian Samples. - Xu Zhang 011; Wei Cui 001; Yulong Liu 002 (CoRR, 2019)

Stable Recovery of Structured Signals From Corrupted Sub-Gaussian Measurements. - Jinchi Chen; Yulong Liu 002 (IEEE Trans. Inf. Theory, 2019)

Covariance Matrix Estimation From Linearly-Correlated Gaussian Samples. - Wei Cui 001; Xu Zhang 011; Yulong Liu 002 (IEEE Trans. Signal Process., 2019)

Localization From Incomplete Euclidean Distance Matrix: Performance Analysis for the SVD-MDS Approach. - Huan Zhang 006; Yulong Liu 002; Hong Lei (IEEE Trans. Signal Process., 2019)

Matrix Completion with Prior Subspace Information via Maximizing Correlation. - Xu Zhang 011; Wei Cui 001; Yulong Liu 002 (CoRR, 2020)

Linear Convergence of Gradient Methods for Estimating Structured Transition Matrices in High-dimensional Vector Autoregressive Models. - Xiao Lv; Wei Cui 001; Yulong Liu 002 (NeurIPS, 2021)

A Sharp Analysis of Covariate Adjusted Precision Matrix Estimation via Alternating Gradient Descent with Hard Thresholding. - Xiao Lv; Wei Cui 001; Yulong Liu 002 (CoRR, 2021)

Spectrally Sparse Signal Recovery via Hankel Matrix Completion With Prior Information. - Xu Zhang 011; Yulong Liu 002; Wei Cui 001 (IEEE Trans. Signal Process., 2021)

Time-Data Tradeoffs in Structured Signals Recovery via the Proximal-Gradient Homotopy Method. - Xiao Lv; Wei Cui 001; Yulong Liu 002 (ISIT, 2022)

A Sharp Analysis of Covariate Adjusted Precision Matrix Estimation via Alternating Projected Gradient Descent. - Xiao Lv; Wei Cui 001; Yulong Liu 002 (IEEE Signal Process. Lett., 2022)

Phase Transitions in Recovery of Structured Signals From Corrupted Measurements. - Zhongxing Sun; Wei Cui 001; Yulong Liu 002 (IEEE Trans. Inf. Theory, 2022)

Quantized Corrupted Sensing With Random Dithering. - Zhongxing Sun; Wei Cui 001; Yulong Liu 002 (IEEE Trans. Signal Process., 2022)

Covariance Matrix Estimation From Correlated Sub-Gaussian Samples via the Shrinkage Estimator. - Jian Dong; Wei Cui 001; Yulong Liu 002 (IEEE Signal Process. Lett., 2025)

A Non-Asymptotic Analysis on the Additional Bias of Capon's Method. - Jian Dong; Jinzhi Xiang; Wei Cui 001; Yulong Liu 002 (IEEE Signal Process. Lett., 2025)