Yulong Liu

According to our database, Yulong Liu authored at least 26 papers between 2011 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Quantized Corrupted Sensing With Random Dithering.

Zhongxing Sun, Wei Cui, Yulong Liu

IEEE Trans. Signal Process., 2022

Phase Transitions in Recovery of Structured Signals From Corrupted Measurements.

Zhongxing Sun, Wei Cui, Yulong Liu

IEEE Trans. Inf. Theory, 2022

A Sharp Analysis of Covariate Adjusted Precision Matrix Estimation via Alternating Projected Gradient Descent.

Xiao Lv, Wei Cui, Yulong Liu

IEEE Signal Process. Lett., 2022

Time-Data Tradeoffs in Structured Signals Recovery via the Proximal-Gradient Homotopy Method.

Xiao Lv, Wei Cui, Yulong Liu

Proceedings of the IEEE International Symposium on Information Theory, 2022

2021

Spectrally Sparse Signal Recovery via Hankel Matrix Completion With Prior Information.

Xu Zhang, Yulong Liu, Wei Cui

IEEE Trans. Signal Process., 2021

A Sharp Analysis of Covariate Adjusted Precision Matrix Estimation via Alternating Gradient Descent with Hard Thresholding.

Xiao Lv, Wei Cui, Yulong Liu

CoRR, 2021

Linear Convergence of Gradient Methods for Estimating Structured Transition Matrices in High-dimensional Vector Autoregressive Models.

Xiao Lv, Wei Cui, Yulong Liu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Matrix Completion with Prior Subspace Information via Maximizing Correlation.

Xu Zhang, Wei Cui, Yulong Liu

CoRR, 2020

2019

Localization From Incomplete Euclidean Distance Matrix: Performance Analysis for the SVD-MDS Approach.

Huan Zhang, Yulong Liu, Hong Lei

IEEE Trans. Signal Process., 2019

Covariance Matrix Estimation From Linearly-Correlated Gaussian Samples.

Wei Cui, Xu Zhang, Yulong Liu

IEEE Trans. Signal Process., 2019

Stable Recovery of Structured Signals From Corrupted Sub-Gaussian Measurements.

Jinchi Chen, Yulong Liu

IEEE Trans. Inf. Theory, 2019

Covariance Matrix Estimation from Correlated Sub-Gaussian Samples.

Xu Zhang, Wei Cui, Yulong Liu

CoRR, 2019

Recovery of Structured Signals From Corrupted Non-Linear Measurements.

Zhongxing Sun, Wei Cui, Yulong Liu

Proceedings of the IEEE International Symposium on Information Theory, 2019

2018

Recovery of Structured Signals With Prior Information via Maximizing Correlation.

Xu Zhang, Wei Cui, Yulong Liu

IEEE Trans. Signal Process., 2018

Data-Time Tradeoffs for Corrupted Sensing.

Jinchi Chen, Yulong Liu

IEEE Signal Process. Lett., 2018

Covariance Matrix Estimation from Correlated Samples.

Wei Cui, Xu Zhang, Yulong Liu

CoRR, 2018

Phase Transition of Convex Programs for Linear Inverse Problems with Multiple Prior Constraints.

Huan Zhang, Yulong Liu, Hong Lei

CoRR, 2018

2017

On the phase transition of corrupted sensing.

Huan Zhang, Yulong Liu, Hong Lei

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Compressed sensing with prior information via maximizing correlation.

Xu Zhang, Wei Cui, Yulong Liu

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Corrupted sensing with sub-Gaussian measurements.

Jinchi Chen, Yulong Liu

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2012

Compressed Sensing With General Frames via Optimal-Dual-Based e₁-Analysis.

Yulong Liu, Tiebin Mi, Shidong Li

IEEE Trans. Inf. Theory, 2012

Fast thresholding algorithms with feedbacks for sparse signal recovery

Tiebin Mi, Shidong Li, Yulong Liu

CoRR, 2012

Performance Analysis of ℓ₁-synthesis with Coherent Frames

Yulong Liu, Shidong Li, Tiebin Mi

CoRR, 2012

The ℓ1 analysis approach by sparse dual frames for sparse signal recovery represented by frames.

Tiebin Mi, Shidong Li, Yulong Liu

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Performance analysis of ℓ1-synthesis with coherent frames.

Yulong Liu, Shidong Li, Tiebin Mi, Hong Lei, Weidong Yu

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

2011

Compressed Sensing with General Frames via Optimal-dual-based ℓ₁-analysis

Yulong Liu, Tiebin Mi, Shidong Li

CoRR, 2011