Yuantao Gu

CoRR, 2023

Bridge the Performance Gap in Peak-hour Series Forecasting: The Seq2Peak Framework.

[BibT_eX]

[DOI]

CoRR, 2023

Multi-Agent Reinforcement Learning with Reward Delays.

[BibT_eX]

[DOI]

Proceedings of the Learning for Dynamics and Control Conference, 2023

MelMAE-VC: Extending Masked Autoencoders to Voice Conversion.

[BibT_eX]

[DOI]

Yuhao Wang

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Unlocking the Potential of Deep Learning in Peak-Hour Series Forecasting.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Linear Speedup of Incremental Aggregated Gradient Methods on Streaming Data.

[BibT_eX]

[DOI]

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Incremental Aggregated Riemannian Gradient Method for Distributed PCA.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

Benign overfitting of non-smooth neural networks beyond lazy training.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

Oblivious near-optimal sampling for multidimensional signals with Fourier constraints.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Quantization for Communication-Efficient Change-Point Detection Over Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2022

Sample Complexity of Asynchronous Q-Learning: Sharper Analysis and Variance Reduction.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2022

A General Framework for Accurate and Private Mean Estimation.

[BibT_eX]

[DOI]

Zhouhao Yang

IEEE Signal Process. Lett., 2022

$\ell _1$ Regularization in Two-Layer Neural Networks.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2022

Communication-Efficient Decentralized Subspace Estimation.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2022

Multi-Agent Reinforcement Learning with Reward Delays.

[BibT_eX]

[DOI]

CoRR, 2022

2021

Minimum Error Entropy Kalman Filter.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2021

Correntropy-Based Multiview Subspace Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

2-D Learned Proximal Gradient Algorithm for Fast Sparse Matrix Recovery.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2021

Request-Response and Censoring-Based Energy-Efficient Decentralized Change-Point Detection With IoT Applications.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

The Rate of Convergence of Variation-Constrained Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2021

Minimax Estimation of Linear Functions of Eigenvectors in the Face of Small Eigen-Gaps.

[BibT_eX]

[DOI]

CoRR, 2021

Breaking the Sample Complexity Barrier to Regret-Optimal Model-Free Reinforcement Learning.

[BibT_eX]

[DOI]

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

Sample-Efficient Reinforcement Learning Is Feasible for Linearly Realizable MDPs with Limited Revisiting.

[BibT_eX]

[DOI]

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

Theory of Spectral Method for Union of Subspaces-Based Random Geometry Graph.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Tightening the Dependence on Horizon in the Sample Complexity of Q-Learning.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Dimensionality-reduced Secure Outlier Detection on Union of Subspaces.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Cryptography, Security and Privacy, 2021

Softmax Policy Gradient Methods Can Take Exponential Time to Converge.

[BibT_eX]

[DOI]

Proceedings of the Conference on Learning Theory, 2021

2020

Learning Proximal Operator Methods for Nonconvex Sparse Recovery with Theoretical Guarantee.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Unraveling the Veil of Subspace RIP Through Near-Isometry on Subspaces.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Fixed-Point Minimum Error Entropy With Fiducial Points.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Walkman: A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Lower Bound for RIP Constants and Concentration of Sum of Top Order Statistics.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Probability Density Rank-Based Quantization for Convex Universal Learning Machines.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

A Unified Framework of Non-Orthogonal Pilot Design for Multi-Cell Massive MIMO Systems.

[BibT_eX]

[DOI]

Shaodan Ma

IEEE Trans. Commun., 2020

The Efficacy of L1s Regularization in Two-Layer Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Breaking the Sample Size Barrier in Model-Based Reinforcement Learning with a Generative Model.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Hyperspectral Image Clustering based on Variational Expectation Maximization.

[BibT_eX]

[DOI]

Yirong Ma

Proceedings of the 11th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2020

Principal Angle Detector for Subspace Signal with Structured Unknown Interference.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

An Easy-to-Implement Framework of Fast Subspace Clustering For Big Data Sets.

[BibT_eX]

[DOI]

Linghang Meng

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Distributed Non-Orthogonal Pilot Design for Multi-Cell Massive Mimo Systems.

[BibT_eX]

[DOI]

Shaodan Med

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Efficient Channel Estimation for mmWave MIMO With Transceiver Hardware Impairments.

[BibT_eX]

[DOI]

Zhaocheng Wang

IEEE Trans. Veh. Technol., 2019

Weakly Convex Regularized Robust Sparse Recovery Methods With Theoretical Guarantees.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2019

Kernel Kalman Filtering With Conditional Embedding and Maximum Correntropy Criterion.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2019

DOA Estimation in Impulsive Noise via Low-Rank Matrix Approximation and Weakly Convex Optimization.

[BibT_eX]

[DOI]

Qi Liu

Hing Cheung So

IEEE Trans. Aerosp. Electron. Syst., 2019

Smoothed sparse recovery via locally competitive algorithm and forward Euler discretization method.

[BibT_eX]

[DOI]

Qi Liu

Hing-Cheung So

Signal Process., 2019

Walk Proximal Gradient: An Energy-Efficient Algorithm for Consensus Optimization.

[BibT_eX]

[DOI]

Wotao Yin

IEEE Internet Things J., 2019

Compressive Sensing-Based Data Aggregation Approaches for Dynamic WSNs.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2019

Compressed Subspace Learning Based on Canonical Angle Preserving Property.

[BibT_eX]

[DOI]

CoRR, 2019

Johnson-Lindenstrauss Property Implies Subspace Restricted Isometry Property.

[BibT_eX]

[DOI]

CoRR, 2019

Linearized ADMM for Nonconvex Nonsmooth Optimization With Convergence Analysis.

[BibT_eX]

[DOI]

IEEE Access, 2019

A Block Sparsity Based Channel Estimation Technique for mmWave Massive MIMO with Beam Squint Effect.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

An Efficient Algorithm for Hyperspectral Image Clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Enhanced Streaming Based Subspace Clustering Applied to Acoustic Scene Data Clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Information Theoretic Lower Bound of Restricted Isometry Property Constant.

[BibT_eX]

[DOI]

Jingkai Yan

Proceedings of the IEEE International Conference on Acoustics, 2019

Pilot-Free Channel Change Detection for mmWave Massive MIMO System.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Capturing the Sparsity for Massive MIMO Channel with Approximate Message Passing.

[BibT_eX]

[DOI]

Proceedings of the Communications, Signal Processing, and Systems, 2019

2018

Sparse Recovery Conditions and Performance Bounds for ℓp-Minimization.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

Nonconvex Sparse Logistic Regression With Weakly Convex Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

Spatio-Temporal Signal Recovery Based on Low Rank and Differential Smoothness.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

Restricted Isometry Property of Gaussian Random Projection for Finite Set of Subspaces.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

An RIP-Based Performance Guarantee of Covariance-Assisted Matching Pursuit.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2018

Active Orthogonal Matching Pursuit for Sparse Subspace Clustering.

[BibT_eX]

[DOI]

Yanxi Chen

IEEE Signal Process. Lett., 2018

Robust sparse recovery via weakly convex optimization in impulsive noise.

[BibT_eX]

[DOI]

Signal Process., 2018

A General Framework for Understanding Compressed Subspace Clustering Algorithms.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2018

Subspace Change-Point Detection: A New Model and Solution.

[BibT_eX]

[DOI]

Yanxi Chen

IEEE J. Sel. Top. Signal Process., 2018

Channel Estimation for mmWave MIMO With Transmitter Hardware Impairments.

[BibT_eX]

[DOI]

Zhaocheng Wang

IEEE Commun. Lett., 2018

A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization.

[BibT_eX]

[DOI]

CoRR, 2018

Rigorous Restricted Isometry Property of Low-Dimensional Subspaces.

[BibT_eX]

[DOI]

CoRR, 2018

Outage Probability Conjecture Does Not Hold for Two-Input-Multiple-Output (TIM 0) System.

[BibT_eX]

[DOI]

Jingkai Yan

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Nonconvex Sparse Logistic Regression via Proximal Gradient Descent.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

A Joint Detection and Reconstruction Method for Blind Graph Signal Recovery.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Convergence Analysis on a Fast Iterative Phase Retrieval Algorithm Without Independence Assumption.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Change-Point Detection of Gaussian Graph Signals with Partial Information.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Subspace Data Visualization with Dissimilarity Based on Principal Angle.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Data Science Workshop, 2018

A Novel Backbone Network Anomaly Detector via Clustering in Sketch Space.

[BibT_eX]

[DOI]

Yating Liu

Proceedings of the 2018 IEEE Data Science Workshop, 2018

Restricted Isometry Property for Low-Dimensional Subspaces and its Application in Compressed Subspace Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Data Science Workshop, 2018

Subspace Principal Angle Preserving Property of Gaussian Random Projection.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Data Science Workshop, 2018

2017

Cross-Label Suppression: A Discriminative and Fast Dictionary Learning With Group Regularization.

[BibT_eX]

[DOI]

Xiudong Wang

IEEE Trans. Image Process., 2017

Off-grid DOA estimation with nonconvex regularization via joint sparse representation.

[BibT_eX]

[DOI]

Qi Liu

Hing-Cheung So

Signal Process., 2017

Time-Varying Graph Signal Reconstruction.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2017

Linear Convergence of An Iterative Phase Retrieval Algorithm with Data Reuse.

[BibT_eX]

[DOI]

CoRR, 2017

On the Outage Probability Conjecture for MIMO Channels.

[BibT_eX]

[DOI]

Jingkai Yan

CoRR, 2017

Linearized ADMM for Non-convex Non-smooth Optimization with Convergence Analysis.

[BibT_eX]

[DOI]

CoRR, 2017

Sparse subspace clustering using square-root penalty.

[BibT_eX]

[DOI]

Linghang Meng

Proceedings of the 22nd International Conference on Digital Signal Processing, 2017

Distance-preserving property of random projection for subspaces.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Principal angles preserving property of Gaussian random projection for subspaces.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

2016

Square-Root Lasso With Nonconvex Regularization: An ADMM Approach.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2016

Local measurement and reconstruction for noisy bandlimited graph signals.

[BibT_eX]

[DOI]

Jiaxuan Chen

Signal Process., 2016

Robust Transmit Beamforming for Parameter Estimation Using Distributed Sensors.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2016

Cross Validation in Compressive Sensing and its Application of OMP-CV Algorithm.

[BibT_eX]

[DOI]

CoRR, 2016

Performance estimation of sparse signal recovery under Bernoulli random projection with oracle information.

[BibT_eX]

[DOI]

Ruiyang Song

Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016

Graph-based reconstruction of time-varying spatial signals.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016

More exercises, higher score: A case study by using online teaching assistant system.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016

Beyond union of subspaces: Subspace pursuit on Grassmann manifold for data representation.

[BibT_eX]

[DOI]

Hamid Krim

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Out-of-label suppression dictionary learning with cluster regularization.

[BibT_eX]

[DOI]

Xiudong Wang

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Disciplined convex-concave programming.

[BibT_eX]

[DOI]

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

2015

Parameter Estimation From Quantized Observations in Multiplicative Noise Environments.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Local-Set-Based Graph Signal Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Block-Sparsity-Induced Adaptive Filter for Multi-Clustering System Identification.

[BibT_eX]

[DOI]

Shuyang Jiang

IEEE Trans. Signal Process., 2015

Robustness of Sparse Recovery via F-Minimization: A Topological Viewpoint.

[BibT_eX]

[DOI]

Jingbo Liu

IEEE Trans. Inf. Theory, 2015

Restricted Isometry Property of Subspace Projection Matrix Under Random Compression.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2015

On the Null Space Constant for ℓp Minimization.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2015

A Distributed Tracking Algorithm for Reconstruction of Graph Signals.

[BibT_eX]

[DOI]

Mengdi Wang

IEEE J. Sel. Top. Signal Process., 2015

CAR: Coding-Aware Opportunistic Routing for Unicast Traffic in Wireless Mesh Networks.

[BibT_eX]

[DOI]

J. Netw. Syst. Manag., 2015

Random Multi-Constraint Projection: Stochastic Gradient Methods for Convex Optimization with Many Constraints.

[BibT_eX]

[DOI]

CoRR, 2015

Local Measurement and Reconstruction for Noisy Graph Signals.

[BibT_eX]

[DOI]

Jiaxuan Chen

CoRR, 2015

Dynamic zero-point attracting projection for time-varying sparse signal recovery.

[BibT_eX]

[DOI]

Jiawei Zhou

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Subspace projection matrix completion on Grassmann manifold.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Downsampling for sparse subspace clustering.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Averaging random projection: A fast online solution for large-scale constrained stochastic optimization.

[BibT_eX]

[DOI]

Jialin Liu

Mengdi Wang

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Local and global optimality of LP minimization for sparse recovery.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Generalized graph signal sampling and reconstruction.

[BibT_eX]

[DOI]

Jiaxuan Chen

Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

Anti-sparse representation for continuous function by dual atomic norm with application in OFDM.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

Optimizing spectral diversity for graph signal coarsening.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

Fast sparse recovery via non-convex optimization.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

Phase retrieval using iterative projections: Dynamics in the large systems limit.

[BibT_eX]

[DOI]

Yue M. Lu

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014

Maximum Likelihood Estimation From Sign Measurements With Sensing Matrix Perturbation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

The Convergence Guarantees of a Non-Convex Approach for Sparse Recovery.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Defense against sybil attacks in directed social networks.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Digital Signal Processing, 2014

Robust sparse recovery via non-convex optimization.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Digital Signal Processing, 2014

Robust recovery of low-rank matrices via non-convex optimization.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Digital Signal Processing, 2014

On the theoretical analysis of cross validation in compressive sensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Sparse constraint affine projection algorithm with parallel implementation and application in compressive sensing.

[BibT_eX]

[DOI]

Dong Yin

Hing-Cheung So

Proceedings of the IEEE International Conference on Acoustics, 2014

Robust off-grid recovery from compressed measurements.

[BibT_eX]

[DOI]

Justin K. Romberg

Proceedings of the IEEE International Conference on Acoustics, 2014

Coarsening graph signal with spectral invariance.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Learning distributed jointly sparse systems by collaborative LMS.

[BibT_eX]

[DOI]

Mengdi Wang

Proceedings of the IEEE International Conference on Acoustics, 2014

The convergence guarantees of a non-convex approach for sparse recovery using regularized least squares.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Iterative reconstruction of graph signal in low-frequency subspace.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Compressed subspace clustering: A case study.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Graph signal coarsening: Dimensionality reduction in irregular domain.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

2013

On the Performance Bound of Sparse Estimation With Sensing Matrix Perturbation.

[BibT_eX]

[DOI]

Yujie Tang

IEEE Trans. Signal Process., 2013

Perturbation Analysis of Orthogonal Matching Pursuit.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

Oracle-Order Recovery Performance of Greedy Pursuits With Replacement Against General Perturbations.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

Edge Balance Ratio: Power Law From Vertices to Edges in Directed Complex Network.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2013

Robust zero-point attraction least mean square algorithm on near sparse system identification.

[BibT_eX]

[DOI]

Qing Qu

IET Signal Process., 2013

Combined power control and link selection in deviceto-device enabled cellular systems.

[BibT_eX]

[DOI]

Yong-sheng Cheng

Xiaokang Lin

IET Commun., 2013

l_0 Norm Constraint LMS Algorithm for Sparse System Identification

[BibT_eX]

[DOI]

Shunliang Mei

CoRR, 2013

A Robust Zero-point Attraction LMS Algorithm on Near Sparse System Identification

[BibT_eX]

[DOI]

Qing Qu

CoRR, 2013

Zero-point attracting projection algorithm for sequential compressive sensing

[BibT_eX]

[DOI]

CoRR, 2013

Maximum Likelihood Estimation from Sign Measurements with Sensing Matrix Perturbation.

[BibT_eX]

[DOI]

Jiang Zhu

CoRR, 2013

Relation between exact and robust recovery for F-minimization: A topological viewpoint.

[BibT_eX]

[DOI]

Jingbo Liu

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Adaptive speech enhancement using sparse prior information.

[BibT_eX]

[DOI]

Zhimin Xiang

Proceedings of the IEEE International Conference on Acoustics, 2013

A greedy approach to Linear Prediction with sparse residuals.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Backtracking matching pursuit with supplement set of arbitrary size.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

From least squares to sparse: A non-convex approach with guarantee.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

On estimating the loss of signal-to-noise ratio in compressive sensing based systems.

[BibT_eX]

[DOI]

Yaming Wang

Proceedings of the 2013 IEEE China Summit and International Conference on Signal and Information Processing, 2013

2012

Proof of Convergence and Performance Analysis for Sparse Recovery via Zero-Point Attracting Projection.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

Performance Analysis of $l_0$ Norm Constraint Least Mean Square Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

Retrieval of sparse solutions of multiple-measurement vectors via zero-point attracting projection.

[BibT_eX]

[DOI]

Signal Process., 2012

Zero-point attracting projection algorithm for sequential compressive sensing.

[BibT_eX]

[DOI]

IEICE Electron. Express, 2012

Follow Whom? Chinese Users Have Different Choice

[BibT_eX]

[DOI]

CoRR, 2012

On the Performance Bound of Sparse Estimation with Sensing Matrix Perturbation

[BibT_eX]

[DOI]

Yujie Tang

CoRR, 2012

Retrieve Sparse Solution of Multiple-Measurement Vectors via Zero-point Attracting Projection

[BibT_eX]

[DOI]

CoRR, 2012

Near-oracle Recovery Performance of Greedy Pursuits with Replacement against General Perturbations

[BibT_eX]

[DOI]

CoRR, 2012

Performance analysis of Orthogonal Matching Pursuit under general perturbations.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computing, Networking and Communications, 2012

Greedy pursuits: Stability of recovery performance against general perturbations.

[BibT_eX]

[DOI]

Jiong Chen

Proceedings of the International Conference on Computing, Networking and Communications, 2012

Quantization reference voltage of the Modulated Wideband Converter.

[BibT_eX]

[DOI]

Yaming Wang

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Efficient recovery of block sparse signals via zero-point attracting projection.

[BibT_eX]

[DOI]

Jingbo Liu

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Robustness of orthogonal matching pursuit for multiple measurement vectors in noisy scenario.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Performance of Orthogonal Matching Pursuit for Multiple Measurement Vectors

[BibT_eX]

[DOI]

CoRR, 2011

A smart tracking-based jamming scheme for signals with periodic synchronization sequences.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on Wireless Communications & Signal Processing, 2011

Dual-pricing policy for controller-side strategies in demand side management.

[BibT_eX]

[DOI]

Proceedings of the IEEE Second International Conference on Smart Grid Communications, 2011

A New Mechanism to Incorporate Network Coding Into TCP in Multi-radio Multi-channel Wireless Mesh Networks.

[BibT_eX]

[DOI]

Hongquan Liu

Jiong Chen

Proceedings of the Seventh International Conference on Mobile Ad-hoc and Sensor Networks, 2011

2010

A Stochastic Gradient Approach on Compressive Sensing Signal Reconstruction Based on Adaptive Filtering Framework.

[BibT_eX]

[DOI]

Shunliang Mei

IEEE J. Sel. Top. Signal Process., 2010

SAUR: A Service Aided UWB Routing for Wireless Mesh Networks.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2010

2009

l0 Norm Constraint LMS Algorithm for Sparse System Identification.

[BibT_eX]

[DOI]

Shunliang Mei

IEEE Signal Process. Lett., 2009

Sparse LMS for system identification.

[BibT_eX]

[DOI]

Yilun Chen

Alfred O. Hero III

Proceedings of the IEEE International Conference on Acoustics, 2009

2006

Particle Filter Based Multi-Camera Integration for Face 3D-Pose Tracking.

[BibT_eX]

[DOI]

Int. J. Wavelets Multiresolution Inf. Process., 2006

Detection of Roads in SAR Images using Particle Filter.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2006

Parallel Nlms Filters with Stochastic Active Taps and Step-Sizes for Sparse System Identification.

[BibT_eX]

[DOI]

Yancheng Li

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Novel Color-Based Target Representation for Visual Object Tracking.

[BibT_eX]

[DOI]

Yilun Chen

Jie Wang

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2004

LMS algorithm with gradient descent filter length.

[BibT_eX]

[DOI]

Huijuan Cui

IEEE Signal Process. Lett., 2004

Superior step-size theorem and its application - Parallel variable step-size LMS filters algorithm.

[BibT_eX]

[DOI]

Huijuan Cui

Sci. China Ser. F Inf. Sci., 2004

Sufficient condition for tap-length gradient adaption of LMS algorithm.

[BibT_eX]

[DOI]

Huijuan Cui

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Select eigenfaces for face recognition with one training sample per subject.

[BibT_eX]

[DOI]

Jie Wang