Zhenghui Gu

85 papers B 2C 2Misc 2Journal 63Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
VSSI 2 p -Net: Physics-guided deep unfolding with L 2 p -norm and variation sparsity for EEG source imaging.
NeuroImage
Luhua Wang, Jun Zhang, Zhenghui Gu, Ke Liu, Wei Wu, Tianyou Yu, Zhuliang Yu, Yuanqing Li
2025 J jnl
A Novel Motor Imagery EEG Decoding Approach via Sparse Latent-Space Regression With Multi-Norm Regularization.
IEEE Trans. Consumer Electron.
Ruizhe Hou, Shi Dong, Zhuliang Yu, Zhenghui Gu
2025 J jnl
A Riemannian Convolutional Neural Network for EEG-based motor imagery decoding.
Neurocomputing
Changchun Li, Zhenghui Gu
2025 J jnl
ADMM-ESINet: A Deep Unrolling Network for EEG Extended Source Imaging.
IEEE J. Biomed. Health Informatics
Ke Liu, Hang Jiang, Hu Yang, Jun Zhang, Zhenghui Gu, Zhuliang Yu, Yu Zhang, Bin Xiao, Wei Wu
2025 J jnl
EmotionMIL: An End-to-End Multiple Instance Learning Framework for Emotion Recognition From EEG Signals.
IEEE Trans. Affect. Comput.
Jun Xiao, Feifei Qi, Lingli Wang, Yanbin He, Jingang Yu, Wei Wu, Zhuliang Yu, Yuanqing Li, Zhenghui Gu, Tianyou Yu
2025 — conf
Geometry-Aware Graph Transformer for EEG-Based Emotion Recognition.
BIBM
Jun Xiao, Bicheng Wang, Zhenghui Gu, Tianyou Yu
2025 — conf
Multi-Domain Convolution with Attention: A Deep Learning Framework for BCI Motor Imagery Decoding.
EILM
Meijun Xiao, Zhenghui Gu, Hongyi Zhi
2025 J jnl
Multi-View Self-Supervised Learning Enhances Automatic Sleep Staging From EEG Signals.
IEEE Trans. Biomed. Eng.
Tianyou Yu, Xinxin Hu, Yanbin He, Wei Wu, Zhenghui Gu, Zhuliang Yu, Yuanqing Li, Fei Wang, Jun Xiao
2025 J jnl
Supervised Contrastive Learning-Based Domain Generalization Network for Cross-Subject Motor Decoding.
IEEE Trans. Biomed. Eng.
Hongyi Zhi, Tianyou Yu, Zhenghui Gu, Zhuobin Lin, Le Che, Yuanqing Li, Zhuliang Yu
2024 J jnl
Electromagnetic Source Imaging via a Data-Synthesis-Based Convolutional Encoder-Decoder Network.
IEEE Trans. Neural Networks Learn. Syst.
Gexin Huang, Ke Liu, Jiawen Liang, Chang Cai, Zhenghui Gu, Feifei Qi, Yuanqing Li, Zhu Liang Yu, Wei Wu
2023 J jnl
A large-scale dataset for end-to-end table recognition in the wild.
CoRR
Fan Yang, Lei Hu, Xinwu Liu, Shuangping Huang, Zhenghui Gu
2023 J jnl
CS-LeCT: Chained Secure and Low-Energy Consumption Data Transmission Based on Compressive Sensing.
IEEE Trans. Instrum. Meas.
Jun Zhang, Jiaxin Zhou, Zhenghui Gu, Zhi Zhang, Luhua Wang, Zhu Liang Yu, Yuanqing Li
2022 J jnl
Compressive Sensing-Based Power Allocation Optimization for Energy Harvesting IoT Nodes.
IEEE Trans. Wirel. Commun.
Jun Zhang, Guangfei Xie, Guojun Han, Zhu Liang Yu, Zhenghui Gu, Yuanqing Li
2022 J jnl
Dynamic User Activity and Data Detection for Grant-Free NOMA via Weighted ℓ
IEEE Trans. Wirel. Commun.
Ting Li, Jun Zhang, Zhijing Yang, Zhu Liang Yu, Zhenghui Gu, Yuanqing Li
2021 J jnl
A P300-Based BCI System Using Stereoelectroencephalography and Its Application in a Brain Mechanistic Study.
IEEE Trans. Biomed. Eng.
Weichen Huang, Peiqi Zhang, Tianyou Yu, Zhenghui Gu, Qiang Guo, Yuanqing Li
2021 J jnl
Deep Unfolding With Weighted ℓ₂ Minimization for Compressive Sensing.
IEEE Internet Things J.
Jun Zhang, Yuanqing Li, Zhu Liang Yu, Zhenghui Gu, Yu Cheng, Huoqing Gong
2021 J jnl
Spatiotemporal-Filtering-Based Channel Selection for Single-Trial EEG Classification.
IEEE Trans. Cybern.
Feifei Qi, Wei Wu, Zhu Liang Yu, Zhenghui Gu, Zhenfu Wen, Tianyou Yu, Yuanqing Li
2021 J jnl
fMRI-SI-STBF: An fMRI-informed Bayesian electromagnetic spatio-temporal extended source imaging.
Neurocomputing
Ke Liu, Zhu Liang Yu, Wei Wu, Xun Chen, Zhenghui Gu, Cuntai Guan
2020 — conf
An Automatic Sleep Staging Model Combining Feature Learning and Sequence Learning.
ICACI
Yinghao Li, Zhenghui Gu, Zichao Lin, Zhuliang Yu, Yuanqing Li
2020 J jnl
Electromagnetic Source Imaging via a Data-Synthesis-Based Denoising Autoencoder.
CoRR
Gexin Huang, Zhu Liang Yu, Wei Wu, Ke Liu, Zhenghui Gu, Feifei Qi, Yuanqing Li, Jiawen Liang
2020 J jnl
Imaging brain extended sources from EEG/MEG based on variation sparsity using automatic relevance determination.
Neurocomputing
Ke Liu, Zhu Liang Yu, Wei Wu, Zhenghui Gu, Yuanqing Li
2020 — conf
Layer-wise Pre-training Mechanism Based on Neural Network for Epilepsy Detection.
ICACI
Zichao Lin, Zhenghui Gu, Yinghao Li, Zhuliang Yu, Yuanqing Li
2019 B conf
A SSVEP-Based BCI for Controlling a 4-DOF Robotic Manipulator.
SMC
Canguang Lin, Xiaoyan Deng, Zhu Liang Yu, Zhenghui Gu
2019 J jnl
A novel multi-step Q-learning method to improve data efficiency for deep reinforcement learning.
Knowl. Based Syst.
Yinlong Yuan, Zhu Liang Yu, Zhenghui Gu, Yao Yeboah, Wei Wu, Xiaoyan Deng, Jingcong Li, Yuanqing Li
2019 J jnl
A novel multi-step reinforcement learning method for solving reward hacking.
Appl. Intell.
Yinlong Yuan, Zhu Liang Yu, Zhenghui Gu, Xiaoyan Deng, Yuanqing Li
2019 J jnl
Bayesian Electromagnetic Spatio-Temporal Imaging of Extended Sources Based on Matrix Factorization.
IEEE Trans. Biomed. Eng.
Ke Liu, Zhu Liang Yu, Wei Wu, Zhenghui Gu, Jun Zhang, Ling Cen, Srikantan S. Nagarajan, Yuanqing Li
2019 J jnl
Classification of symmetric positive definite matrices based on bilinear isometric Riemannian embedding.
Pattern Recognit.
Xiaofeng Xie, Zhu Liang Yu, Zhenghui Gu, Yuanqing Li
2019 J jnl
Dilated-Inception Net: Multi-Scale Feature Aggregation for Cardiac Right Ventricle Segmentation.
IEEE Trans. Biomed. Eng.
Jingcong Li, Zhu Liang Yu, Zhenghui Gu, Hui Liu, Yuanqing Li
2019 J jnl
MMAN: Multi-modality aggregation network for brain segmentation from MR images.
Neurocomputing
Jingcong Li, Zhu Liang Yu, Zhenghui Gu, Hui Liu, Yuanqing Li
2019 J jnl
Sparse and heuristic support vector machine for binary classifier and regressor fusion.
Int. J. Mach. Learn. Cybern.
Jinhong Huang, Zhu Liang Yu, Zhenghui Gu, Jun Zhang, Ling Cen
2018 J jnl
A EOG-based switch and its application for "start/stop" control of a wheelchair.
Neurocomputing
Yuanqing Li, Shenghong He, Qiyun Huang, Zhenghui Gu, Zhu Liang Yu
2018 J jnl
A Novel Three-Dimensional P300 Speller Based on Stereo Visual Stimuli.
IEEE Trans. Hum. Mach. Syst.
Jun Qu, Fei Wang, Zhenping Xia, Tianyou Yu, Jing Xiao, Zhuliang Yu, Zhenghui Gu, Yuanqing Li
2018 J jnl
A Novel clustering method based on hybrid K-nearest-neighbor graph.
Pattern Recognit.
Yikun Qin, Zhu Liang Yu, Chang-Dong Wang, Zhenghui Gu, Yuanqing Li
2018 J jnl
A clustering method based on extreme learning machine.
Neurocomputing
Jinhong Huang, Zhu Liang Yu, Zhenghui Gu
2018 J jnl
An EOG-Based Human-Machine Interface for Wheelchair Control.
IEEE Trans. Biomed. Eng.
Qiyun Huang, Shenghong He, Qihong Wang, Zhenghui Gu, Nengneng Peng, Kai Li, Yuandong Zhang, Ming Shao, Yuanqing Li
2018 J jnl
An Iterative Boundary Random Walks Algorithm for Interactive Image Segmentation.
CoRR
Xiaofeng Xie, Zhuliang Yu, Zhenghui Gu, Yuanqing Li
2018 J jnl
Automatic Epilepsy Detection Based on Wavelets Constructed From Data.
IEEE Access
Zhenghui Gu, Gang Yan, Jun Zhang, Yuanqing Li, Zhu Liang Yu
2018 J jnl
Deep learning based on Batch Normalization for P300 signal detection.
Neurocomputing
Mingfei Liu, Wei Wu, Zhenghui Gu, Zhuliang Yu, Feifei Qi, Yuanqing Li
2018 J jnl
Deterministic construction of sparse binary matrices via incremental integer optimization.
Inf. Sci.
Jun Zhang, Zhu Liang Yu, Ling Cen, Zhenghui Gu, Zhiping Lin, Yuanqing Li
2018 J jnl
Multichannel Electrocardiogram Reconstruction in Wireless Body Sensor Networks Through Weighted ℓ
IEEE Trans. Instrum. Meas.
Jun Zhang, Zhu Liang Yu, Zhenghui Gu, Yuanqing Li, Zhiping Lin
2018 — conf
The Early Stage Lung Cancer Prognosis Prediction Model based on Support Vector Machine.
DSP
Zhuqing Cai, Zhuliang Yu, Haiyu Zhou, Zhenghui Gu
2018 J jnl
Variation sparse source imaging based on conditional mean for electromagnetic extended sources.
Neurocomputing
Ke Liu, Zhu Liang Yu, Wei Wu, Zhenghui Gu, Yuanqing Li, Srikantan S. Nagarajan
2017 — conf
A hybrid BCI web browser based on EEG and EOG signals.
EMBC
Shenghong He, Tianyou Yu, Zhenghui Gu, Yuanqing Li
2017 J jnl
An MVPA method based on sparse representation for pattern localization in fMRI data analysis.
Neurocomputing
Fangyi Wang, Yuanqing Li, Zhenghui Gu
2017 J jnl
An online semi-supervised P300 speller based on extreme learning machine.
Neurocomputing
Junjie Wang, Zhenghui Gu, Zhuliang Yu, Yuanqing Li
2017 J jnl
Batch image alignment via subspace recovery based on alternative sparsity pursuit.
Comput. Vis. Media
Xianhui Lin, Zhu Liang Yu, Zhenghui Gu, Jun Zhang, Zhao-Quan Cai
2017 J jnl
Extreme learning machine with multi-scale local receptive fields for texture classification.
Multidimens. Syst. Signal Process.
Jinghong Huang, Zhu Liang Yu, Zhao-Quan Cai, Zhenghui Gu, Zhiyin Cai, Wei Gao, Shengfeng Yu, Qianyun Du
2016 J jnl
A real-time visual object tracking system based on Kalman filter and MB-LBP feature matching.
Multim. Tools Appl.
Zebin Cai, Zhenghui Gu, Zhu Liang Yu, Hao Liu, Ke Zhang
2016 J jnl
Bayesian electromagnetic spatio-temporal imaging of extended sources with Markov Random Field and temporal basis expansion.
NeuroImage
Ke Liu, Zhu Liang Yu, Wei Wu, Zhenghui Gu, Yuanqing Li, Srikantan S. Nagarajan
2016 B conf
Sufficient conditions for sparse recovery by weighted ℓ1-constrained quadratic programming.
IJCNN
Jun Zhang, Yuanqing Li, Zhu Liang Yu, Zhenghui Gu
2015 J jnl
Analysis of fMRI data based on sparsity of source components in signal dictionary.
Neurocomputing
Bao Feng, Zhu Liang Yu, Zhenghui Gu, Yuanqing Li
2015 J jnl
Energy-Efficient ECG Compression on Wireless Biosensors via Minimal Coherence Sensing and Weighted ℓ
IEEE J. Biomed. Health Informatics
Jun Zhang, Zhenghui Gu, Zhu Liang Yu, Yuanqing Li
2015 J jnl
Enhanced Motor Imagery Training Using a Hybrid BCI With Feedback.
IEEE Trans. Biomed. Eng.
Tianyou Yu, Jun Xiao, Fangyi Wang, Rui Zhang, Zhenghui Gu, Andrzej Cichocki, Yuanqing Li
2015 J jnl
STRAPS: A Fully Data-Driven Spatio-Temporally Regularized Algorithm for M/EEG Patch Source Imaging.
Int. J. Neural Syst.
Ke Liu, Zhu Liang Yu, Wei Wu, Zhenghui Gu, Yuanqing Li
2015 — conf
Visual tracking using multi-channel correlation filters.
DSP
Haihua Zeng, Nengneng Peng, Zhuliang Yu, Zhenghui Gu, Hao Liu, Ke Zhang
2015 J jnl
Voxel selection and neural decoding of fMRI data based on robust sparse programming with multi-dimensional derivative constraints.
Multidimens. Syst. Signal Process.
Zhuliang Yu, Bao Feng, Zhenghui Gu, Zhenxia Xue, Yuanqing Li, Cong Wang
2014 J jnl
Sparse Representation for Brain Signal Processing: A tutorial on methods and applications.
IEEE Signal Process. Mag.
Yuanqing Li, Zhuliang Yu, Ning Bi, Yong Xu, Zhenghui Gu, Shun-ichi Amari
2013 J jnl
An Online Semi-supervised Brain-Computer Interface.
IEEE Trans. Biomed. Eng.
Zhenghui Gu, Zhuliang Yu, Zhifang Shen, Yuanqing Li
2013 C conf
Convex optimization and its applications in robust adaptive beamforming.
ICICS
Zhu Liang Yu, Zhenghui Gu, Wee Ser, Meng Hwa Er
2013 J jnl
Long-tail distribution based multiscale-multiband autoregressive detection for hyperspectral imagery.
Multidimens. Syst. Signal Process.
Lin He, Zhuliang Yu, Zhenghui Gu, Yuanqing Li
2012 J jnl
Effect of errors in partially known support on the recoverability of modified compressive sensing.
EURASIP J. Adv. Signal Process.
Jun Zhang, Yuanqing Li, Zhenghui Gu, Zhu Liang Yu
2012 — conf
Identifying activated brain regions from fMRI data based on blind non-negative component separation technique.
BHI
Bao Feng, Zhu Liang Yu, Zhenghui Gu, Yuanqing Li
2012 J jnl
Recoverability Analysis for Modified Compressive Sensing with Partially Known Support
CoRR
Jun Zhang, Yuanqing Li, Zhu Liang Yu, Zhenghui Gu
2012 J jnl
Target Selection With Hybrid Feature for BCI-Based 2-D Cursor Control.
IEEE Trans. Biomed. Eng.
Jinyi Long, Yuanqing Li, Tianyou Yu, Zhenghui Gu
2011 — conf
A sparse voxel selection approach for fMRI data analysis with multi-dimensional derivative constraints.
nDS
Zhu Liang Yu, Zhenghui Gu, Yuanqing Li
2011 — conf
Elliptical symmetric distribution based maximal margin classification for hyperspectral imagery.
ACPR
Lin He, Zhuliang Yu, Zhenghui Gu, Yuanqing Li
2011 J jnl
Noisy Sparse Recovery Based on Parameterized Quadratic Programming by Thresholding.
EURASIP J. Adv. Signal Process.
Jun Zhang, Yuanqing Li, Zhuliang Yu, Zhenghui Gu
2011 J jnl
Robust Adaptive Microphone Array with Mainlobe and Response Ripple Control.
J. Signal Process. Syst.
Zhu Liang Yu, Zhenghui Gu, Wee Ser, Meng Hwa Er, Yuanqing Li
2010 — conf
A Sparse Infrastructure of Wavelet Network for Nonparametric Regression.
ISNN (1)
Jun Zhang, Zhenghui Gu, Yuanqing Li, Xieping Gao
2010 J jnl
A robust adaptive beamformer based on worst-case semi-definite programming.
IEEE Trans. Signal Process.
Zhu Liang Yu, Zhenghui Gu, Jianjiang Zhou, Yuanqing Li, Wee Ser, Meng Hwa Er
2010 — conf
Classifying Motor Imagery EEG Signals by Iterative Channel Elimination according to Compound Weight.
AICI (2)
Lin He, Zhenghui Gu, Yuanqing Li, Zhuliang Yu
2010 Misc conf
Feature extraction with multiscale autoregression of multichannel time series for P300 speller BCI.
ICASSP
Lin He, Zhenghui Gu, Yuanqing Li, Zhuliang Yu
2010 Misc conf
Robust adaptive beamformer with a large controlled mainlobe.
ICASSP
Zhu Liang Yu, Zhenghui Gu, Yuanqing Li, Wee Ser, Meng Hwa Er
2010 C conf
Robust response control with linear inequality matrix constraints for adaptive beamformer.
ISCAS
Zhu Liang Yu, Zhenghui Gu, Yuanqing Li, Wee Ser, Meng Hwa Er
2009 J jnl
Robust adaptive beamformers based on worst-case optimization and constraints on magnitude response.
IEEE Trans. Signal Process.
Zhu Liang Yu, Wee Ser, Meng Hwa Er, Zhenghui Gu, Yuanqing Li
2009 J jnl
Voxel Selection in fMRI Data Analysis Based on Sparse Representation.
IEEE Trans. Biomed. Eng.
Yuanqing Li, Praneeth Namburi, Zhuliang Yu, Cuntai Guan, Jianfeng Feng, Zhenghui Gu
2008 J jnl
Robust response control for adaptive beamformers against arbitrary array imperfections.
Signal Process.
Zhu Liang Yu, Wee Ser, Meng Hwa Er, Zhenghui Gu
2008 J jnl
Spectral factorization for integer-interval sampled sequence and its applications in array processing.
Signal Process.
Zhu Liang Yu, Meng Hwa Er, Wee Ser, Zhenghui Gu
2007 J jnl
Performance of DS-CDMA Downlink Systems With Orthogonal UCHT Complex Sequences.
IEEE Trans. Commun.
Shoulie Xie, Susanto Rahardja, Zhenghui Gu
2006 — conf
Asynchronous Multi-Carrier DS-CDMA with UCHT-Based Complex Spreading Sequences.
VTC Spring
Zhenghui Gu, Shoulie Xie, Susanto Rahardja
2003 J jnl
A performance analysis of multipath direction finding with temporal smoothing.
IEEE Signal Process. Lett.
Zhenghui Gu, Erry Gunawan
2003 — conf
Performance analysis of quaternary DS-SSMA systems with complex signature sequences and complex processing in Rayleigh fading.
ISSPA (2)
Shoulie Xie, Susanto Rahardja, Zhenghui Gu
2003 — conf
Relationship between UCHT and FFT.
ISMVL
Shoulie Xie, Susanto Rahardja, Zhenghui Gu
2003 — conf
Temporal smoothing for subspace tracking of multipath signals in fading channel.
ICASSP (5)
Zhenghui Gu, Erry Gunawan
2002 J jnl
Radiolocation in CDMA Cellular System Based on Joint Angle and Delay Estimation.
Wirel. Pers. Commun.
Zhenghui Gu, Erry Gunawan