Yuanqing Li

Orcid: 0000-0003-4288-5591

Affiliations:
  • South China University of Technology, College of Automation Science and Engineering, Guangzhou, China (PhD 1997)
  • Laboratory for Neural Signal Processing, Institute for Inforcomm Research, Singapore (2004 - 2008)
  • RIKEN, Brain Science Institute, Laboratory for Advanced Brain Signal Processing, Saitama, Japan (2002 - 2004)
  • Wuhan University, Department of applied mathematics, China (former)


According to our database1, Yuanqing Li authored at least 107 papers between 2008 and 2024.

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Bibliography

2024
ST-SCGNN: A Spatio-Temporal Self-Constructing Graph Neural Network for Cross-Subject EEG-Based Emotion Recognition and Consciousness Detection.
IEEE J. Biomed. Health Informatics, February, 2024

A Wearable Asynchronous Brain-Computer Interface Based on EEG-EOG Signals With Fewer Channels.
IEEE Trans. Biomed. Eng., February, 2024

A Wearable Human-Machine Interactive Instrument for Controlling a Wheelchair Robotic Arm System.
IEEE Trans. Instrum. Meas., 2024

2023
Temporal Micro-Action Localization for Videofluoroscopic Swallowing Study.
IEEE J. Biomed. Health Informatics, December, 2023

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

A Hybrid Brain-Computer Interface Combining P300 Potentials and Emotion Patterns for Detecting Awareness in Patients With Disorders of Consciousness.
IEEE Trans. Cogn. Dev. Syst., September, 2023

Bayesian Collaborative Learning for Whole-Slide Image Classification.
IEEE Trans. Medical Imaging, June, 2023

Identifying patients with cognitive motor dissociation using resting-state temporal stability.
NeuroImage, May, 2023

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

Residual Attention Capsule Network for Multimodal EEG- and EOG-Based Driver Vigilance Estimation.
IEEE Trans. Instrum. Meas., 2023

Multiple Scale Convolutional Few-Shot Learning Networks for Online P300-Based Brain-Computer Interface and Its Application to Patients With Disorder of Consciousness.
IEEE Trans. Instrum. Meas., 2023

Neurofeedback Training With an Electroencephalogram-Based Brain-Computer Interface Enhances Emotion Regulation.
IEEE Trans. Affect. Comput., 2023

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

Robot control with multitasking of brain-computer interface.
Proceedings of the 17th International Conference on Control, 2022

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

A P300-Based BCI System Using Stereoelectroencephalography and Its Application in a Brain Mechanistic Study.
IEEE Trans. Biomed. Eng., 2021

An EEG-Based Brain Computer Interface for Emotion Recognition and Its Application in Patients with Disorder of Consciousness.
IEEE Trans. Affect. Comput., 2021

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

Weighted Conditional Distribution Adaptation for Motor Imagery Classification.
Proceedings of the Image and Graphics - 11th International Conference, 2021

2020
Full-Spectrum-Knowledge-Aware Tensor Model for Energy-Resolved CT Iterative Reconstruction.
IEEE Trans. Medical Imaging, 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

A Hybrid Asynchronous Brain-Computer Interface Combining SSVEP and EOG Signals.
IEEE Trans. Biomed. Eng., 2020

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

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

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

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

Sparse Signal Reconstruction With Statistical Prior Information: A Data-Driven Method.
IEEE Access, 2019

A P300-based Brain Computer Interface Using Stereo-electroencephalography Signals.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 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

An EOG-Based Human-Machine Interface for Wheelchair Control.
IEEE Trans. Biomed. Eng., 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

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

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

2017
Discriminative Low-Rank Gabor Filtering for Spectral-Spatial Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2017

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

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

An Intention-Driven Semi-autonomous Intelligent Robotic System for Drinking.
Frontiers Neurorobotics, 2017

A BCI system for assisting visual fixation assessment in behavioral evaluation of patients with disorders of consciousness.
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

Prediction of consciousness recovery in patients with disorder of consciousness using Brain-computer Interface.
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

An Algorithm Combining Spatial Filtering and Temporal Down-Sampling with Applications to ERP Feature Extraction.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

A novel BCI based on 3D stereo stimuli and its application for clinical object recognition assessment.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

A gaze-Independent audiovisual brain-Computer Interface and its Application in Awareness Detection.
Proceedings of the From Vision to Reality, 2017

A hybrid BCI web browser based on EEG and EOG signals.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 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

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

An EEG-Based brain-computer interface for emotion recognition.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

An audiovisual BCI system for assisting clinical communication assessment in patients with disorders of consciousness: A case study.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Control of a nursing bed based on a hybrid brain-computer interface.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
RSTFC: A Novel Algorithm for Spatio-Temporal Filtering and Classification of Single-Trial EEG.
IEEE Trans. Neural Networks Learn. Syst., 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

Spectral-Spatial Classification of Hyperspectral Images via Spatial Translation-Invariant Wavelet-Based Sparse Representation.
IEEE Trans. Geosci. Remote. Sens., 2015

Enhanced Motor Imagery Training Using a Hybrid BCI With Feedback.
IEEE Trans. Biomed. Eng., 2015

Probabilistic Common Spatial Patterns for Multichannel EEG Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 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

EEG-based hybrid BCIs and their applications.
Proceedings of the 3rd International Winter Conference on Brain-Computer Interface, 2015

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

Bayesian estimation of ERP components from multicondition and multichannel EEG.
NeuroImage, 2014

Coordinated control of an intelligentwheelchair based on a brain-computer interface and speech recognition.
J. Zhejiang Univ. Sci. C, 2014

Explorer based on brain computer interface.
Proceedings of the 2014 International Joint Conference on Neural Networks, 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

Channel selection by Rayleigh coefficient maximization based genetic algorithm for classifying single-trial motor imagery EEG.
Neurocomputing, 2013

A Hybrid Brain-Computer Interface-Based Mail Client.
Comput. Math. Methods Medicine, 2013

A brain-computer interface controlled mail client.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Target Selection With Hybrid Feature for BCI-Based 2-D Cursor Control.
IEEE Trans. Biomed. Eng., 2012

Efficient wavelet networks for function learning based on adaptive wavelet neuron selection.
IET Signal Process., 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

Sparse representation based hyperspectral imagery classification via expanded dictionary.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Control of a simulated wheelchair based on a hybrid brain computer interface.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 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

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

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

A Sparse Infrastructure of Wavelet Network for Nonparametric Regression.
Proceedings of the Advances in Neural Networks, 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

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

2008
Anomaly detection in hyperspectral imagery based on maximum entropy and nonparametric estimation.
Pattern Recognit. Lett., 2008


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