Zhenghui Gu

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 41

Top Topics

Compressive Sensing

Correlation Filters

Sparse Representation

Top Venues

IEEE Trans. Biomed. Eng.

IEEE Trans. Instrum. Meas.

Publications

Gexin Huang, Ke Liu, Jiawen Liang, Chang Cai, Zhenghui Gu, Feifei Qi, Yuanqing Li, Zhu Liang Yu, Wei Wu
Electromagnetic Source Imaging via a Data-Synthesis-Based Convolutional Encoder-Decoder Network. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Jun Zhang, Jiaxin Zhou, Zhenghui Gu, Zhi Zhang, Luhua Wang, Zhu Liang Yu, Yuanqing Li
CS-LeCT: Chained Secure and Low-Energy Consumption Data Transmission Based on Compressive Sensing. IEEE Trans. Instrum. Meas. 72 (2023)
Fan Yang, Lei Hu, Xinwu Liu, Shuangping Huang, Zhenghui Gu
A large-scale dataset for end-to-end table recognition in the wild. CoRR (2023)
Jun Zhang, Guangfei Xie, Guojun Han, Zhu Liang Yu, Zhenghui Gu, Yuanqing Li
Compressive Sensing-Based Power Allocation Optimization for Energy Harvesting IoT Nodes. IEEE Trans. Wirel. Commun. 21 (6) (2022)
Ting Li, Jun Zhang, Zhijing Yang, Zhu Liang Yu, Zhenghui Gu, Yuanqing Li
Minimization. IEEE Trans. Wirel. Commun. 21 (3) (2022)
Jun Zhang, Yuanqing Li, Zhu Liang Yu, Zhenghui Gu, Yu Cheng, Huoqing Gong
Deep Unfolding With Weighted ℓ₂ Minimization for Compressive Sensing. IEEE Internet Things J. 8 (4) (2021)
Feifei Qi, Wei Wu, Zhu Liang Yu, Zhenghui Gu, Zhenfu Wen, Tianyou Yu, Yuanqing Li
Spatiotemporal-Filtering-Based Channel Selection for Single-Trial EEG Classification. IEEE Trans. Cybern. 51 (2) (2021)
Ke Liu, Zhu Liang Yu, Wei Wu, Xun Chen, Zhenghui Gu, Cuntai Guan
fMRI-SI-STBF: An fMRI-informed Bayesian electromagnetic spatio-temporal extended source imaging. Neurocomputing 462 (2021)
Weichen Huang, Peiqi Zhang, Tianyou Yu, Zhenghui Gu, Qiang Guo, Yuanqing Li
A P300-Based BCI System Using Stereoelectroencephalography and Its Application in a Brain Mechanistic Study. IEEE Trans. Biomed. Eng. 68 (8) (2021)
Yinghao Li, Zhenghui Gu, Zichao Lin, Zhuliang Yu, Yuanqing Li
An Automatic Sleep Staging Model Combining Feature Learning and Sequence Learning. ICACI (2020)
Ke Liu, Zhu Liang Yu, Wei Wu, Zhenghui Gu, Yuanqing Li
Imaging brain extended sources from EEG/MEG based on variation sparsity using automatic relevance determination. Neurocomputing 389 (2020)
Zichao Lin, Zhenghui Gu, Yinghao Li, Zhuliang Yu, Yuanqing Li
Layer-wise Pre-training Mechanism Based on Neural Network for Epilepsy Detection. ICACI (2020)
Gexin Huang, Zhu Liang Yu, Wei Wu, Ke Liu, Zhenghui Gu, Feifei Qi, Yuanqing Li, Jiawen Liang
Electromagnetic Source Imaging via a Data-Synthesis-Based Denoising Autoencoder. CoRR (2020)
Ke Liu, Zhu Liang Yu, Wei Wu, Zhenghui Gu, Jun Zhang, Ling Cen, Srikantan Nagarajan, Yuanqing Li
Bayesian Electromagnetic Spatio-Temporal Imaging of Extended Sources Based on Matrix Factorization. IEEE Trans. Biomed. Eng. 66 (9) (2019)
Jinhong Huang, Zhu Liang Yu, Zhenghui Gu, Jun Zhang, Ling Cen
Sparse and heuristic support vector machine for binary classifier and regressor fusion. Int. J. Mach. Learn. Cybern. 10 (12) (2019)
Jingcong Li, Zhu Liang Yu, Zhenghui Gu, Hui Liu, Yuanqing Li
MMAN: Multi-modality aggregation network for brain segmentation from MR images. Neurocomputing 358 (2019)
Yinlong Yuan, Zhu Liang Yu, Zhenghui Gu, Yao Yeboah, Wei Wu, Xiaoyan Deng, Jingcong Li, Yuanqing Li
A novel multi-step Q-learning method to improve data efficiency for deep reinforcement learning. Knowl. Based Syst. 175 (2019)
Canguang Lin, Xiaoyan Deng, Zhu Liang Yu, Zhenghui Gu
A SSVEP-Based BCI for Controlling a 4-DOF Robotic Manipulator. SMC (2019)
Jingcong Li, Zhu Liang Yu, Zhenghui Gu, Hui Liu, Yuanqing Li
Dilated-Inception Net: Multi-Scale Feature Aggregation for Cardiac Right Ventricle Segmentation. IEEE Trans. Biomed. Eng. 66 (12) (2019)
Yinlong Yuan, Zhu Liang Yu, Zhenghui Gu, Xiaoyan Deng, Yuanqing Li
A novel multi-step reinforcement learning method for solving reward hacking. Appl. Intell. 49 (8) (2019)
Xiaofeng Xie, Zhu Liang Yu, Zhenghui Gu, Yuanqing Li
Classification of symmetric positive definite matrices based on bilinear isometric Riemannian embedding. Pattern Recognit. 87 (2019)
Jun Zhang, Zhu Liang Yu, Ling Cen, Zhenghui Gu, Zhiping Lin, Yuanqing Li
Deterministic construction of sparse binary matrices via incremental integer optimization. Inf. Sci. 430 (2018)
Yikun Qin, Zhu Liang Yu, Chang-Dong Wang, Zhenghui Gu, Yuanqing Li
A Novel clustering method based on hybrid K-nearest-neighbor graph. Pattern Recognit. 74 (2018)
Mingfei Liu, Wei Wu, Zhenghui Gu, Zhuliang Yu, Feifei Qi, Yuanqing Li
Deep learning based on Batch Normalization for P300 signal detection. Neurocomputing 275 (2018)
Zhenghui Gu, Gang Yan, Jun Zhang, Yuanqing Li, Zhu Liang Yu
Automatic Epilepsy Detection Based on Wavelets Constructed From Data. IEEE Access 6 (2018)
Jinhong Huang, Zhu Liang Yu, Zhenghui Gu
A clustering method based on extreme learning machine. Neurocomputing 277 (2018)
Zhuqing Cai, Zhuliang Yu, Haiyu Zhou, Zhenghui Gu
The Early Stage Lung Cancer Prognosis Prediction Model based on Support Vector Machine. DSL (2018)
Jun Zhang, Zhu Liang Yu, Zhenghui Gu, Yuanqing Li, Zhiping Lin
Minimization. IEEE Trans. Instrum. Meas. 67 (9) (2018)
Ke Liu, Zhu Liang Yu, Wei Wu, Zhenghui Gu, Yuanqing Li, Srikantan S. Nagarajan
Variation sparse source imaging based on conditional mean for electromagnetic extended sources. Neurocomputing 313 (2018)
Jun Qu, Fei Wang, Zhenping Xia, Tianyou Yu, Jing Xiao, Zhuliang Yu, Zhenghui Gu, Yuanqing Li
A Novel Three-Dimensional P300 Speller Based on Stereo Visual Stimuli. IEEE Trans. Hum. Mach. Syst. 48 (4) (2018)
Xiaofeng Xie, Zhuliang Yu, Zhenghui Gu, Yuanqing Li
An Iterative Boundary Random Walks Algorithm for Interactive Image Segmentation. CoRR (2018)
Qiyun Huang, Shenghong He, Qihong Wang, Zhenghui Gu, Nengneng Peng, Kai Li, Yuandong Zhang, Ming Shao, Yuanqing Li
An EOG-Based Human-Machine Interface for Wheelchair Control. IEEE Trans. Biomed. Eng. 65 (9) (2018)
Yuanqing Li, Shenghong He, Qiyun Huang, Zhenghui Gu, Zhu Liang Yu
A EOG-based switch and its application for "start/stop" control of a wheelchair. Neurocomputing 275 (2018)
Shenghong He, Tianyou Yu, Zhenghui Gu, Yuanqing Li
A hybrid BCI web browser based on EEG and EOG signals. EMBC (2017)
Fangyi Wang, Yuanqing Li, Zhenghui Gu
An MVPA method based on sparse representation for pattern localization in fMRI data analysis. Neurocomputing 269 (2017)
Junjie Wang, Zhenghui Gu, Zhuliang Yu, Yuanqing Li
An online semi-supervised P300 speller based on extreme learning machine. Neurocomputing 269 (2017)
Xianhui Lin, Zhu Liang Yu, Zhenghui Gu, Jun Zhang, Zhao-Quan Cai
Batch image alignment via subspace recovery based on alternative sparsity pursuit. Comput. Vis. Media 3 (3) (2017)
Jinghong Huang, Zhu Liang Yu, Zhao-Quan Cai, Zhenghui Gu, Zhiyin Cai, Wei Gao, Shengfeng Yu, Qianyun Du
Extreme learning machine with multi-scale local receptive fields for texture classification. Multidimens. Syst. Signal Process. 28 (3) (2017)
Ke Liu, Zhu Liang Yu, Wei Wu, Zhenghui Gu, Yuanqing Li, Srikantan S. Nagarajan
Bayesian electromagnetic spatio-temporal imaging of extended sources with Markov Random Field and temporal basis expansion. NeuroImage 139 (2016)
Zebin Cai, Zhenghui Gu, Zhu Liang Yu, Hao Liu, Ke Zhang
A real-time visual object tracking system based on Kalman filter and MB-LBP feature matching. Multim. Tools Appl. 75 (4) (2016)
Jun Zhang, Yuanqing Li, Zhu Liang Yu, Zhenghui Gu
Sufficient conditions for sparse recovery by weighted ℓ1-constrained quadratic programming. IJCNN (2016)
Haihua Zeng, Nengneng Peng, Zhuliang Yu, Zhenghui Gu, Hao Liu, Ke Zhang
Visual tracking using multi-channel correlation filters. DSP (2015)
Tianyou Yu, Jun Xiao, Fangyi Wang, Rui Zhang, Zhenghui Gu, Andrzej Cichocki, Yuanqing Li
Enhanced Motor Imagery Training Using a Hybrid BCI With Feedback. IEEE Trans. Biomed. Eng. 62 (7) (2015)
Jun Zhang, Zhenghui Gu, Zhu Liang Yu, Yuanqing Li
Minimization Reconstruction. IEEE J. Biomed. Health Informatics 19 (2) (2015)
Bao Feng, Zhu Liang Yu, Zhenghui Gu, Yuanqing Li
Analysis of fMRI data based on sparsity of source components in signal dictionary. Neurocomputing 156 (2015)
Ke Liu, Zhu Liang Yu, Wei Wu, Zhenghui Gu, Yuanqing Li
STRAPS: A Fully Data-Driven Spatio-Temporally Regularized Algorithm for M/EEG Patch Source Imaging. Int. J. Neural Syst. 25 (4) (2015)
Zhuliang Yu, Bao Feng, Zhenghui Gu, Zhenxia Xue, Yuanqing Li, Cong Wang
Voxel selection and neural decoding of fMRI data based on robust sparse programming with multi-dimensional derivative constraints. Multidimens. Syst. Signal Process. 26 (1) (2015)
Yuanqing Li, Zhuliang Yu, Ning Bi, Yong Xu, Zhenghui Gu, Shun-ichi Amari
Sparse Representation for Brain Signal Processing: A tutorial on methods and applications. IEEE Signal Process. Mag. 31 (3) (2014)
Lin He, Zhuliang Yu, Zhenghui Gu, Yuanqing Li
Long-tail distribution based multiscale-multiband autoregressive detection for hyperspectral imagery. Multidimens. Syst. Signal Process. 24 (1) (2013)
Zhu Liang Yu, Zhenghui Gu, Wee Ser, Meng Hwa Er
Convex optimization and its applications in robust adaptive beamforming. ICICS (2013)
Zhenghui Gu, Zhuliang Yu, Zhifang Shen, Yuanqing Li
An Online Semi-supervised Brain-Computer Interface. IEEE Trans. Biomed. Eng. 60 (9) (2013)
Jun Zhang, Yuanqing Li, Zhenghui Gu, Zhu Liang Yu
Effect of errors in partially known support on the recoverability of modified compressive sensing. EURASIP J. Adv. Signal Process. 2012 (2012)
Jun Zhang, Yuanqing Li, Zhu Liang Yu, Zhenghui Gu
Recoverability Analysis for Modified Compressive Sensing with Partially Known Support CoRR (2012)
Bao Feng, Zhu Liang Yu, Zhenghui Gu, Yuanqing Li
Identifying activated brain regions from fMRI data based on blind non-negative component separation technique. BHI (2012)
Jinyi Long, Yuanqing Li, Tianyou Yu, Zhenghui Gu
Target Selection With Hybrid Feature for BCI-Based 2-D Cursor Control. IEEE Trans. Biomed. Eng. 59 (1) (2012)
Jun Zhang, Yuanqing Li, Zhuliang Yu, Zhenghui Gu
Noisy Sparse Recovery Based on Parameterized Quadratic Programming by Thresholding. EURASIP J. Adv. Signal Process. 2011 (2011)
Zhu Liang Yu, Zhenghui Gu, Wee Ser, Meng Hwa Er, Yuanqing Li
Robust Adaptive Microphone Array with Mainlobe and Response Ripple Control. J. Signal Process. Syst. 63 (3) (2011)
Lin He, Zhuliang Yu, Zhenghui Gu, Yuanqing Li
Elliptical symmetric distribution based maximal margin classification for hyperspectral imagery. ACPR (2011)
Zhu Liang Yu, Zhenghui Gu, Yuanqing Li
A sparse voxel selection approach for fMRI data analysis with multi-dimensional derivative constraints. nDS (2011)
Jun Zhang, Zhenghui Gu, Yuanqing Li, Xieping Gao
A Sparse Infrastructure of Wavelet Network for Nonparametric Regression. ISNN (1) (2010)
Zhu Liang Yu, Zhenghui Gu, Jianjiang Zhou, Yuanqing Li, Wee Ser, Meng Hwa Er
A robust adaptive beamformer based on worst-case semi-definite programming. IEEE Trans. Signal Process. 58 (11) (2010)
Lin He, Zhenghui Gu, Yuanqing Li, Zhuliang Yu
Feature extraction with multiscale autoregression of multichannel time series for P300 speller BCI. ICASSP (2010)
Zhu Liang Yu, Zhenghui Gu, Yuanqing Li, Wee Ser, Meng Hwa Er
Robust adaptive beamformer with a large controlled mainlobe. ICASSP (2010)
Lin He, Zhenghui Gu, Yuanqing Li, Zhuliang Yu
Classifying Motor Imagery EEG Signals by Iterative Channel Elimination according to Compound Weight. AICI (2) (2010)
Zhu Liang Yu, Zhenghui Gu, Yuanqing Li, Wee Ser, Meng Hwa Er
Robust response control with linear inequality matrix constraints for adaptive beamformer. ISCAS (2010)
Yuanqing Li, Praneeth Namburi, Zhuliang Yu, Cuntai Guan, Jianfeng Feng, Zhenghui Gu
Voxel Selection in fMRI Data Analysis Based on Sparse Representation. IEEE Trans. Biomed. Eng. 56 (10) (2009)
Zhu Liang Yu, Wee Ser, Meng Hwa Er, Zhenghui Gu, Yuanqing Li
Robust adaptive beamformers based on worst-case optimization and constraints on magnitude response. IEEE Trans. Signal Process. 57 (7) (2009)
Zhu Liang Yu, Wee Ser, Meng Hwa Er, Zhenghui Gu
Robust response control for adaptive beamformers against arbitrary array imperfections. Signal Process. 88 (9) (2008)
Zhu Liang Yu, Meng Hwa Er, Wee Ser, Zhenghui Gu
Spectral factorization for integer-interval sampled sequence and its applications in array processing. Signal Process. 88 (7) (2008)
Shoulie Xie, Susanto Rahardja, Zhenghui Gu
Performance of DS-CDMA Downlink Systems With Orthogonal UCHT Complex Sequences. IEEE Trans. Commun. 55 (2) (2007)
Zhenghui Gu, Shoulie Xie, Susanto Rahardja
Asynchronous Multi-Carrier DS-CDMA with UCHT-Based Complex Spreading Sequences. VTC Spring (2006)
Zhenghui Gu, Erry Gunawan
Temporal smoothing for subspace tracking of multipath signals in fading channel. ICASSP (5) (2003)
Shoulie Xie, Susanto Rahardja, Zhenghui Gu
Relationship between UCHT and FFT. ISMVL (2003)
Shoulie Xie, Susanto Rahardja, Zhenghui Gu
Performance analysis of quaternary DS-SSMA systems with complex signature sequences and complex processing in Rayleigh fading. ISSPA (2) (2003)
Zhenghui Gu, Erry Gunawan
A performance analysis of multipath direction finding with temporal smoothing. IEEE Signal Process. Lett. 10 (7) (2003)
Zhenghui Gu, Erry Gunawan
Radiolocation in CDMA Cellular System Based on Joint Angle and Delay Estimation. Wirel. Pers. Commun. 23 (3) (2002)