Zhu Liang Yu

Orcid: 0000-0002-5502-8321

According to our database1, Zhu Liang Yu authored at least 128 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
In-Depth Coordination and Extension: Decentralized Onboard Conflict Resolution of UAVs in the Low Altitude Airspace.
IEEE Trans. Intell. Veh., January, 2024

2023
Sparse Bayesian Learning for End-to-End EEG Decoding.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

WRA-MTSI: A Robust Extended Source Imaging Algorithm Based on Multi-Trial EEG.
IEEE Trans. Biomed. Eng., October, 2023

Hierarchical Goal-Guided Learning for the Evasive Maneuver of Fixed-Wing UAVs based on Deep Reinforcement Learning.
J. Intell. Robotic Syst., October, 2023

Robust Bayesian Estimation of EEG-Based Brain Causality Networks.
IEEE Trans. Biomed. Eng., June, 2023

FBMSNet: A Filter-Bank Multi-Scale Convolutional Neural Network for EEG-Based Motor Imagery Decoding.
IEEE Trans. Biomed. Eng., February, 2023

CS-LeCT: Chained Secure and Low-Energy Consumption Data Transmission Based on Compressive Sensing.
IEEE Trans. Instrum. Meas., 2023

Hierarchical dynamic movement primitive for the smooth movement of robots based on deep reinforcement learning.
Appl. Intell., 2023

Disentangling Writer and Character Styles for Handwriting Generation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
SPD-CNN: A plain CNN-based model using the symmetric positive definite matrices for cross-subject EEG classification with meta-transfer-learning.
Frontiers Neurorobotics, September, 2022

Compressive Sensing-Based Power Allocation Optimization for Energy Harvesting IoT Nodes.
IEEE Trans. Wirel. Commun., 2022

Dynamic User Activity and Data Detection for Grant-Free NOMA via Weighted ℓ<sub>2, 1</sub> Minimization.
IEEE Trans. Wirel. Commun., 2022

Multilayer Neural Dynamics-Based Adaptive Control of Multirotor UAVs for Tracking Time-Varying Tasks.
IEEE Trans. Syst. Man Cybern. Syst., 2022

CNN-Based Hyperspectral Pansharpening With Arbitrary Resolution.
IEEE Trans. Geosci. Remote. Sens., 2022

Representation Learning for Dynamic Functional Connectivities via Variational Dynamic Graph Latent Variable Models.
Entropy, 2022

Improving Latent Factor Analysis via Self-supervised Signal Extracting.
Proceedings of the BIC 2022: 2nd International Conference on Bioinformatics and Intelligent Computing, Harbin, China, January 21, 2022

2021
Spatiotemporal-Filtering-Based Channel Selection for Single-Trial EEG Classification.
IEEE Trans. Cybern., 2021

EEG extended source imaging with structured sparsity and L<sub>1</sub>-norm residual.
Neural Comput. Appl., 2021

SDM3d: shape decomposition of multiple geometric priors for 3D pose estimation.
Neural Comput. Appl., 2021

Using Machine Learning to Predict Five-Year Reintervention Risk in Type B Aortic Dissection Patients After Thoracic Endovascular Aortic Repair.
J. Medical Imaging Health Informatics, 2021

Deep Unfolding With Weighted ℓ₂ Minimization for Compressive Sensing.
IEEE Internet Things J., 2021

fMRI-SI-STBF: An fMRI-informed Bayesian electromagnetic spatio-temporal extended source imaging.
Neurocomputing, 2021

Novel Convolutional Neural Network with Variational Information Bottleneck for P300 Detection.
Entropy, 2021

2020
Robustness Analysis of a Power-Type Varying-Parameter Recurrent Neural Network for Solving Time-Varying QM and QP Problems and Applications.
IEEE Trans. Syst. Man Cybern. Syst., 2020

Exemplar-Based Recursive Instance Segmentation With Application to Plant Image Analysis.
IEEE Trans. Image Process., 2020

Hyperspectral Image Spectral-Spatial-Range Gabor Filtering.
IEEE Trans. Geosci. Remote. Sens., 2020

T1 Mapping for Noninvasively Detecting Diffuse Fibrosis in Severe Aortic Stenosis.
J. Medical Imaging Health Informatics, 2020

Imaging brain extended sources from EEG/MEG based on variation sparsity using automatic relevance determination.
Neurocomputing, 2020

Validation and Diagnostic Performance of a CFD-Based Non-invasive Method for the Diagnosis of Aortic Coarctation.
Frontiers Neuroinformatics, 2020

Cross-Correlation Based Discriminant Criterion for Channel Selection in Motor Imagery BCI Systems.
CoRR, 2020

Electromagnetic Source Imaging via a Data-Synthesis-Based Denoising Autoencoder.
CoRR, 2020

Layer-wise Pre-training Mechanism Based on Neural Network for Epilepsy Detection.
Proceedings of the 12th International Conference on Advanced Computational Intelligence, 2020

An Automatic Sleep Staging Model Combining Feature Learning and Sequence Learning.
Proceedings of the 12th International Conference on Advanced Computational Intelligence, 2020

2019
An EOG-Based Human-Machine Interface to Control a Smart Home Environment for Patients With Severe Spinal Cord Injuries.
IEEE Trans. Biomed. Eng., 2019

Bayesian Electromagnetic Spatio-Temporal Imaging of Extended Sources Based on Matrix Factorization.
IEEE Trans. Biomed. Eng., 2019

Dilated-Inception Net: Multi-Scale Feature Aggregation for Cardiac Right Ventricle Segmentation.
IEEE Trans. Biomed. Eng., 2019

A Robust Direction of Arrival Estimation Method for Uniform Circular Array.
Sensors, 2019

Classification of symmetric positive definite matrices based on bilinear isometric Riemannian embedding.
Pattern Recognit., 2019

Grouped sparse Bayesian learning for voxel selection in multivoxel pattern analysis of fMRI data.
NeuroImage, 2019

Sparse and heuristic support vector machine for binary classifier and regressor fusion.
Int. J. Mach. Learn. Cybern., 2019

A novel multi-step Q-learning method to improve data efficiency for deep reinforcement learning.
Knowl. Based Syst., 2019

MMAN: Multi-modality aggregation network for brain segmentation from MR images.
Neurocomputing, 2019

Reweighted sparse representation with residual compensation for 3D human pose estimation from a single RGB image.
Neurocomputing, 2019

Joint Representation of Multiple Geometric Priors via a Shape Decomposition Model for Single Monocular 3D Pose Estimation.
CoRR, 2019

A novel multi-step reinforcement learning method for solving reward hacking.
Appl. Intell., 2019

A SSVEP-Based BCI for Controlling a 4-DOF Robotic Manipulator.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

2018
Multichannel Electrocardiogram Reconstruction in Wireless Body Sensor Networks Through Weighted ℓ<sub>1, 2</sub> Minimization.
IEEE Trans. Instrum. Meas., 2018

A Novel Three-Dimensional P300 Speller Based on Stereo Visual Stimuli.
IEEE Trans. Hum. Mach. Syst., 2018

Tricriteria Optimization-Coordination Motion of Dual-Redundant-Robot Manipulators for Complex Path Planning.
IEEE Trans. Control. Syst. Technol., 2018

A New Varying-Parameter Convergent-Differential Neural-Network for Solving Time-Varying Convex QP Problem Constrained by Linear-Equality.
IEEE Trans. Autom. Control., 2018

A Novel clustering method based on hybrid K-nearest-neighbor graph.
Pattern Recognit., 2018

Deterministic construction of sparse binary matrices via incremental integer optimization.
Inf. Sci., 2018

Variation sparse source imaging based on conditional mean for electromagnetic extended sources.
Neurocomputing, 2018

Deep learning based on Batch Normalization for P300 signal detection.
Neurocomputing, 2018

A EOG-based switch and its application for "start/stop" control of a wheelchair.
Neurocomputing, 2018

A clustering method based on extreme learning machine.
Neurocomputing, 2018

An Iterative Boundary Random Walks Algorithm for Interactive Image Segmentation.
CoRR, 2018

Automatic Epilepsy Detection Based on Wavelets Constructed From Data.
IEEE Access, 2018

The Early Stage Lung Cancer Prognosis Prediction Model based on Support Vector Machine.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

Automatic System for Obstructive Sleep Apnea Events Detection Using Convolutional Neural Network.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Cartoon-to-Photo Facial Translation with Generative Adversarial Networks.
Proceedings of The 10th Asian Conference on Machine Learning, 2018

2017
A BCI-Based Environmental Control System for Patients With Severe Spinal Cord Injuries.
IEEE Trans. Biomed. Eng., 2017

Extreme learning machine with multi-scale local receptive fields for texture classification.
Multidimens. Syst. Signal Process., 2017

An online semi-supervised P300 speller based on extreme learning machine.
Neurocomputing, 2017

Batch image alignment via subspace recovery based on alternative sparsity pursuit.
Comput. Vis. Media, 2017

Deep Learning Method for Sleep Stage Classification.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016
Multimodal BCIs: Target Detection, Multidimensional Control, and Awareness Evaluation in Patients With Disorder of Consciousness.
Proc. IEEE, 2016

Bayesian electromagnetic spatio-temporal imaging of extended sources with Markov Random Field and temporal basis expansion.
NeuroImage, 2016

A real-time visual object tracking system based on Kalman filter and MB-LBP feature matching.
Multim. Tools Appl., 2016

Sufficient conditions for sparse recovery by weighted ℓ1-constrained quadratic programming.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015
Energy-Efficient ECG Compression on Wireless Biosensors via Minimal Coherence Sensing and Weighted ℓ<sub>1</sub> Minimization Reconstruction.
IEEE J. Biomed. Health Informatics, 2015

Voxel selection and neural decoding of fMRI data based on robust sparse programming with multi-dimensional derivative constraints.
Multidimens. Syst. Signal Process., 2015

Analysis of fMRI data based on sparsity of source components in signal dictionary.
Neurocomputing, 2015

STRAPS: A Fully Data-Driven Spatio-Temporally Regularized Algorithm for M/EEG Patch Source Imaging.
Int. J. Neural Syst., 2015

Visual tracking using multi-channel correlation filters.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

A rotation adaptive correlation filter for robust tracking.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

2014
Sparse Representation for Brain Signal Processing: A tutorial on methods and applications.
IEEE Signal Process. Mag., 2014

2013
A Hybrid BCI System Combining P300 and SSVEP and Its Application to Wheelchair Control.
IEEE Trans. Biomed. Eng., 2013

An Online Semi-supervised Brain-Computer Interface.
IEEE Trans. Biomed. Eng., 2013

Long-tail distribution based multiscale-multiband autoregressive detection for hyperspectral imagery.
Multidimens. Syst. Signal Process., 2013

Convex optimization and its applications in robust adaptive beamforming.
Proceedings of the 9th International Conference on Information, 2013

2012
Effect of errors in partially known support on the recoverability of modified compressive sensing.
EURASIP J. Adv. Signal Process., 2012

Recoverability Analysis for Modified Compressive Sensing with Partially Known Support
CoRR, 2012

Discriminative dictionary learning for EEG signal classification in Brain-computer interface.
Proceedings of the 12th International Conference on Control Automation Robotics & Vision, 2012

Identifying activated brain regions from fMRI data based on blind non-negative component separation technique.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

2011
Robust Adaptive Microphone Array with Mainlobe and Response Ripple Control.
J. Signal Process. Syst., 2011

Iterative Robust Minimum Variance Beamforming.
IEEE Trans. Signal Process., 2011

Noisy Sparse Recovery Based on Parameterized Quadratic Programming by Thresholding.
EURASIP J. Adv. Signal Process., 2011

A sparse voxel selection approach for fMRI data analysis with multi-dimensional derivative constraints.
Proceedings of the 7th International Workshop on Multidimensional (nD) Systems, 2011

Elliptical symmetric distribution based maximal margin classification for hyperspectral imagery.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

Speech Emotion Recognition System Based on L1 Regularized Linear Regression and Decision Fusion.
Proceedings of the Affective Computing and Intelligent Interaction, 2011

2010
A robust adaptive beamformer based on worst-case semi-definite programming.
IEEE Trans. Signal Process., 2010

An EEG-Based BCI System for 2-D Cursor Control by Combining Mu/Beta Rhythm and P300 Potential.
IEEE Trans. Biomed. Eng., 2010

Robust response control with linear inequality matrix constraints for adaptive beamformer.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Linear sparse array synthesis via convex optimization.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Robust adaptive beamformer with a large controlled mainlobe.
Proceedings of the IEEE International Conference on Acoustics, 2010

Feature extraction with multiscale autoregression of multichannel time series for P300 speller BCI.
Proceedings of the IEEE International Conference on Acoustics, 2010

Classifying Motor Imagery EEG Signals by Iterative Channel Elimination according to Compound Weight.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2010

2009
Robust adaptive beamformers based on worst-case optimization and constraints on magnitude response.
IEEE Trans. Signal Process., 2009

Voxel Selection in fMRI Data Analysis Based on Sparse Representation.
IEEE Trans. Biomed. Eng., 2009

Voxel selection in fMRI data analysis: A sparse representation method.
Proceedings of the IEEE International Conference on Acoustics, 2009

Enhanced Class-Dependent Classification of Audio Signals.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009

2008
Robust response control for adaptive beamformers against arbitrary array imperfections.
Signal Process., 2008

Spectral factorization for integer-interval sampled sequence and its applications in array processing.
Signal Process., 2008

Robust adaptive beamformers with linear matrix inequality constraints.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

A Hybrid PNN-GMM classification scheme for speech emotion recognition.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Speech Emotion Recognition Using Canonical Correlation Analysis and Probabilistic Neural Network.
Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

Robust Adaptive Beamformer with LMI Constraints on Magnitude Response.
Proceedings of IEEE International Conference on Communications, 2008

Novel Adaptive Antenna Array Based on Robust Semidefinite Programming.
Proceedings of IEEE International Conference on Communications, 2008

An improved genetic algorithm for aperiodic array synthesis.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Self-Calibration-Based Robust Near-Field Adaptive Beamforming for Microphone Arrays.
IEEE Trans. Circuits Syst. II Express Briefs, 2007

Optimal Design of Nearfield Wideband Beamformers Robust Against Errors in Microphone Array Characteristics.
IEEE Trans. Circuits Syst. I Regul. Pap., 2007

Pattern Synthesis via Convex Optimization for Microphone Arrays.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2007

2006
A robust minimum variance beamformer with new constraint on uncertainty of steering vector.
Signal Process., 2006

A Robust Capon Beamformer against Uncertainty of Nominal Steering Vector.
EURASIP J. Adv. Signal Process., 2006

A fast fading channel identification method for OFDM communication system.
Proceedings of the International Conference on Wireless Communications and Mobile Computing, 2006

QR-RLS Based Minimum Variance Distortionless Responses Beamformer.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

A Robust Capon Beamformer with New Uncertainty Constraint on Steering Vector.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
Robust Subspace Analysis and Its Application in Microphone Array for Speech Enhancement.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2005

An Improved Array Steering Vector Estimation Method and Its Application in Speech Enhancement.
EURASIP J. Adv. Signal Process., 2005

2004
A robust algorithm for linearly constrained adaptive beamforming.
IEEE Signal Process. Lett., 2004

An extended generalized sidelobe canceller in time and frequency domain.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

Blind multichannel identification for speech dereverberation and enhancement.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

A robust adaptive blind multichannel identification algorithm for acoustic applications.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Multiscale corner detection for gray level images using Plessey method.
Proceedings of the 8th International Conference on Control, 2004

2003
Norm and coefficient constraints for robust adaptive beamforming.
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

A robust wideband array beamformer using fan filter.
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

Robust beamformer design by power minimization and its unconstrained partitioned implementation.
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003


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