Multi-resolution analysis of non-uniform data with jump discontinuities and impulsive noise using robust local polynomial regression. - Shing-Chow Chan; Zhiguo Zhang 001 (ICASSP (2), 2004)

Robust local polynomial regression using M-estimator with adaptive bandwidth. - Shing-Chow Chan; Zhiguo Zhang 001 (ISCAS (3), 2004)

Robust adaptive Lomb periodogram for time-frequency analysis of signals with sinusoidal and transient components. - Zhiguo Zhang 001; Shing-Chow Chan (ICASSP (4), 2005)

A new robust Kalman filter algorithm under outliers and system uncertainties. - S. C. Chan 001; Z. G. Zhang 001; K. W. Tse 001 (ISCAS (5), 2005)

Robust adaptive channel estimation of OFDM systems in time-varying narrowband interference. - Zhiguo Zhang 001; Shing-Chow Chan; Hui Cheng (ISCAS (2), 2005)

A new adaptive Kalman filter-based subspace tracking algorithm and its application to DOA estimation. - S. C. Chan 001; Z. G. Zhang 001; Yi Zhou 014 (ISCAS, 2006)

A new QR-decomposition based recursive frequency estimator for multiple sinusoids in impulsive noise environment. - W. Y. Lau; S. C. Chan 001; Z. G. Zhang 001; Cheung H. Leung (ISCAS, 2006)

A new Kalman filter-based algorithm for adaptive coherence analysis of non-stationary multichannel time series. - Z. G. Zhang 001; S. C. Chan 001 (ISCAS, 2006)

A new Kalman filter-based power spectral density estimation for nonstationary pressure signals. - Z. G. Zhang 001; W. Y. Lau; S. C. Chan 001 (ISCAS, 2006)

Minimum Variance Spectral Estimation-Based Time Frequency Analysis for Nonstationary Time-Series. - Shing-Chow Chan; Z. G. Zhang 001; Kai Man Tsui (ISCAS, 2007)

On the Time-frequency Analysis of Trunk Muscles During Sudden Release of Load. - Kai Man Tsui; Zhiguo Zhang 001; Shing-Chow Chan; Yong Hu 003; Keith D. K. Luk (ISCAS, 2007)

A New Minimum Variance Spectral Estimation Method for Analyzing Click-Evoked Otoacoustic Emissions. - Z. G. Zhang 001; S. C. Chan 001; V. W. Zhang; Bradley McPherson (ISCAS, 2007)

A new noise-constrained normalized least mean squares adaptive filtering algorithm. - Shing-Chow Chan; Zhiguo Zhang 001; Yi Zhou 014; Yong Hu 003 (APCCAS, 2008)

A novel method for nonstationary power spectral density estimation of cardiovascular pressure signals based on a Kalman filter with variable number of measurements. - Z. G. Zhang 001; Kai Man Tsui; Shing-Chow Chan; W. Y. Lau; Mateo Aboy (Medical Biol. Eng. Comput., 2008)

Adaptive Beamforming and Recursive DOA Estimation Using Frequency-Invariant Uniform Concentric Spherical Arrays. - Haihua Chen; Shing-Chow Chan; Zhiguo Zhang 001; Ka-Leung Ho (IEEE Trans. Circuits Syst. I Regul. Pap., 2008)

A Recursive Frequency Estimator Using Linear Prediction and a Kalman-Filter-Based Iterative Algorithm. - Z. G. Zhang 001; Shing-Chow Chan; Kai Man Tsui (IEEE Trans. Circuits Syst. II Express Briefs, 2008)

Robust Channel Estimation and Multiuser Detection for MC-CDMA Systems Under Narrowband Interference. - H. Cheng; S. C. Chan 001; Z. G. Zhang 001 (J. Signal Process. Syst., 2008)

On Bandwidth Selection in Local Polynomial Regression Analysis and Its Application to Multi-resolution Analysis of Non-uniform Data. - Zhiguo Zhang 001; Shing-Chow Chan; Ka-Leung Ho; K. C. Ho 001 (J. Signal Process. Syst., 2008)

On the Convergence Behavior of the Noise-constrained NLMS Algorithm. - S. C. Chan 001; Y. J. Chu; Z. G. Zhang 001; Yi Zhou 014 (ISCAS, 2009)

A New Two-stage Method for Restoration of Images Corrupted by Gaussian and Impulse Noises using Local Polynomial Regression and Edge Preserving Regularization. - Z. G. Zhang 001; Shing-Chow Chan; Zhenyu Zhu (ISCAS, 2009)

Robust Linear Estimation using M-Estimation and Weighted L1 Regularization: Model Selection and Recursive Implementation. - Z. G. Zhang 001; S. C. Chan 001; Yi Zhou 014; Yong Hu 003 (ISCAS, 2009)

A new regularized transform-domain NLMS adaptive filtering algorithm. - S. C. Chan 001; Y. J. Chu; Z. G. Zhang 001 (APCCAS, 2010)

Modeling and identification of gene regulatory networks: A Granger causality approach. - Z. G. Zhang 001; Y. S. Hung; S. C. Chan 001; Weichao Xu; Yong Hu 003 (ICMLC, 2010)

A subspace-based method for DOA estimation of uniform linear array in the presence of mutual coupling. - Bin Liao 001; Zhiguo Zhang 001; Shing-Chow Chan (ISCAS, 2010)

Local polynomial modelling of time-varying autoregressive processes and its application to the analysis of event-related electroencephalogram. - Z. G. Zhang 001; S. C. Chan 001; Yeung Sam Hung (ISCAS, 2010)

A New Robust Kalman Filter-Based Subspace Tracking Algorithm in an Impulsive Noise Environment. - Bin Liao 001; Z. G. Zhang 001; Shing-Chow Chan (IEEE Trans. Circuits Syst. II Express Briefs, 2010)

A novel approach for detection of muscle boundary in ultrasound images. - Xin Chen 025; Yong-Ping Zheng; Jin-Yi Guo; Zhenyu Zhu; Shing-Chow Chan; Zhiguo Zhang 001 (BMEI, 2011)

A new switch-mode noise-constrained transform domain NLMS adaptive filtering algorithm. - Shing-Chow Chan; Yijing Chu; Kai Man Tsui; Zhiguo Zhang 001 (ISCAS, 2011)

Detection improvement for neonatal click evoked otoacoustic emissions by time-frequency filtering. - V. W. Zhang; Z. G. Zhang 001; Bradley McPherson; Yong Hu 003; Y. S. Hung (Comput. Biol. Medicine, 2011)

A Chromatic Transient Visual Evoked Potential Based Encoding/Decoding Approach for Brain-Computer Interface. - Sui Man Lai; Zhiguo Zhang 001; Yeung Sam Hung; Zhendong Niu; Chunqi Chang (IEEE J. Emerg. Sel. Topics Circuits Syst., 2011)

Local Polynomial Modeling of Time-Varying Autoregressive Models With Application to Time-Frequency Analysis of Event-Related EEG. - Z. G. Zhang 001; Y. S. Hung; Shing-Chow Chan (IEEE Trans. Biomed. Eng., 2011)

A New Transform-Domain Regularized Recursive Least M-Estimate Algorithm for a Robust Linear Estimation. - Shing-Chow Chan; Z. G. Zhang 001; Y. J. Chu (IEEE Trans. Circuits Syst. II Express Briefs, 2011)

Local Polynomial Modeling and Variable Bandwidth Selection for Time-Varying Linear Systems. - Shing-Chow Chan; Z. G. Zhang 001 (IEEE Trans. Instrum. Meas., 2011)

On Kernel Selection of Multivariate Local Polynomial Modelling and its Application to Image Smoothing and Reconstruction. - Z. G. Zhang 001; Shing-Chow Chan (J. Signal Process. Syst., 2011)

A new recursive algorithm for time-varying autoregressive (TVAR) model estimation and its application to speech analysis. - Y. J. Chu; Shing-Chow Chan; Z. G. Zhang 001; Kai Man Tsui (ISCAS, 2012)

A new regularized TVAR-based algorithm for recursive detection of nonstationarity and its application to speech signals. - Y. J. Chu; Shing-Chow Chan; Z. G. Zhang 001; Kai Man Tsui (SSP, 2012)

A time-varying source connectivity approach to reveal human somatosensory information processing. - Li Hu; Zhiguo Zhang 001; Yong Hu 003 (NeuroImage, 2012)

DOA Estimation and Tracking of ULAs with Mutual Coupling. - Bin Liao 001; Zhiguo Zhang 001; Shing-Chow Chan (IEEE Trans. Aerosp. Electron. Syst., 2012)

A New Regularized Adaptive Windowed Lomb Periodogram for Time-Frequency Analysis of Nonstationary Signals With Impulsive Components. - Zhiguo Zhang 001; Shing-Chow Chan; Chong Wang 001 (IEEE Trans. Instrum. Meas., 2012)

The Design and Construction of a Movable Image-Based Rendering System and Its Application to Multiview Conferencing. - Shing-Chow Chan; Zhenyu Zhu; King To Ng; Chong Wang 001; Shuai Zhang 004; Z. G. Zhang 001; Zhongfu Ye; Heung-Yeung Shum (J. Signal Process. Syst., 2012)

A new approach for single-trial detection of laser-evoked potentials and its application to pain prediction. - Gan Huang; Ping Xiao; Li Hu; Yeung Sam Hung; Zhiguo Zhang 001 (ICICS, 2013)

A new Kalman filter-based recursive method for measuring and tracking time-varying spectrum of nonstationary signals. - Z. G. Zhang 001; S. C. Chan 001; X. Chen (ICICS, 2013)

Adaptive window selection in estimating dynamic functional connectivity of resting-state fMRI. - Zhiguo Zhang 001; Zening Fu; Shing-Chow Chan; Y. S. Hung; G. Motta; Xin Di; Bharat B. Biswal (ICICS, 2013)

Time-varying correlation coefficients estimation and its application to dynamic connectivity analysis of fMRI. - Zening Fu; Xin Di; Shing-Chow Chan; Yeung Sam Hung; Bharat B. Biswal; Zhiguo Zhang 001 (EMBC, 2013)

Single-trial laser-evoked potentials feature extraction for prediction of pain perception. - Gan Huang; Ping Xiao; Li Hu; Yeung Sam Hung; Zhiguo Zhang 001 (EMBC, 2013)

Single-trial detection of visual evoked potentials by common spatial patterns and wavelet filtering for brain-computer interface. - Yiheng Tu; Gan Huang; Yeung Sam Hung; Li Hu; Yong Hu 003; Zhiguo Zhang 001 (EMBC, 2013)

Estimation of time-varying autocorrelation and its application to time-frequency analysis of nonstationary signals. - Zening Fu; Zhiguo Zhang 001; Shing-Chow Chan (ISCAS, 2013)

Spatio-spectral filters for low-density surface electromyographic signal classification. - Gan Huang; Zhiguo Zhang 001; Dingguo Zhang; Xiangyang Zhu (Medical Biol. Eng. Comput., 2013)

A novel approach to predict subjective pain perception from single-trial laser-evoked potentials. - Gan Huang; P. Xiao; Y. S. Hung; Gian Domenico Iannetti; Zhiguo Zhang 001; Li Hu (NeuroImage, 2013)

A New Variable Regularized Transform Domain NLMS Adaptive Filtering Algorithm - Acoustic Applications and Performance Analysis. - Shing-Chow Chan; Y. J. Chu; Z. G. Zhang 001 (IEEE Trans. Speech Audio Process., 2013)

A New Variable Regularized QR Decomposition-Based Recursive Least M-Estimate Algorithm - Performance Analysis and Acoustic Applications. - Shing-Chow Chan; Y. J. Chu; Z. G. Zhang 001; Kai Man Tsui (IEEE Trans. Speech Audio Process., 2013)

Recursive Parametric Frequency/Spectrum Estimation for Nonstationary Signals With Impulsive Components Using Variable Forgetting Factor. - Zhi Guo Zhang 001; Shing-Chow Chan (IEEE Trans. Instrum. Meas., 2013)

A novel outlier detection method for identifying torque-related transient patterns of in vivo muscle behavior. - Sheng Han; Xin Chen 025; Sheng Zhong 006; Yongjin Zhou 002; Zhiguo Zhang 001 (EMBC, 2014)

Prediction of pain perception using multivariate pattern analysis of laser-evoked EEG oscillations. - Yiheng Tu; Yeung Sam Hung; Zhiguo Zhang 001; Li Hu (ICARCV, 2014)

Feature selection and channel optimization for biometric identification based on visual evoked potentials. - Yanru Bai; Zhiguo Zhang 001; Dong Ming (DSP, 2014)

Corticomuscular coherence analysis on the static and dynamic tasks of hand movement. - Anshuang Fu; Rui Xu 015; Feng He 005; Hongzhi Qi; Lixin Zhang 003; Dong Ming; Yanru Bai; Zhiguo Zhang 001 (DSP, 2014)

Topographical segmentation: A new tool to optimally define temporal region-of-interests of significant difference in ERPs. - Li Hu; Jiasi Shen 002; Zhiguo Zhang 001 (DSP, 2014)

A multimodal investigation of in vivo muscle behavior: System design and data analysis. - Xin Chen 025; Sheng Zhong 006; Yangyang Niu; Siping Chen; Tianfu Wang 001; Shing-Chow Chan; Zhiguo Zhang 001 (ISCAS, 2014)

The primary somatosensory cortex contributes to the latest part of the cortical response elicited by nociceptive somatosensory stimuli in humans. - Li Hu; Elia Valentini; Zhiguo Zhang 001; M. Liang; Gian Domenico Iannetti (NeuroImage, 2014)

Single-trial time-frequency analysis of electrocortical signals: Baseline correction and beyond. - Li Hu; P. Xiao; Zhiguo Zhang 001; André Mouraux; Gian Domenico Iannetti (NeuroImage, 2014)

Adaptive Covariance Estimation of Non-Stationary Processes and its Application to Infer Dynamic Connectivity From fMRI. - Zening Fu; Shing-Chow Chan; Xin Di; Bharat B. Biswal; Zhiguo Zhang 001 (IEEE Trans. Biomed. Circuits Syst., 2014)

L0-regularized time-varying sparse inverse covariance estimation for tracking dynamic fMRI brain networks. - Zening Fu; Sheng Han; Ao Tan; Yiheng Tu; Zhiguo Zhang 001 (EMBC, 2015)

Joint collaborative representation based sleep stage classification with multi-channel EEG signals. - Xiao Liu; Jun Shi; Yiheng Tu; Zhiguo Zhang 001 (EMBC, 2015)

Joint source separation of simultaneous EEG-fMRI recording in two experimental conditions using common spatial patterns. - Ao Tan; Zening Fu; Yiheng Tu; Yeung Sam Hung; Zhiguo Zhang 001 (EMBC, 2015)

Supervised nonlinear dimension reduction of functional magnetic resonance imaging data using Sliced Inverse Regression. - Yiheng Tu; Ao Tan; Zening Fu; Yeung Sam Hung; Li Hu; Zhiguo Zhang 001 (EMBC, 2015)

An automatic muscle fiber orientation tracking algorithm using Bayesian Kalman Filter for ultrasound images. - Shuai Zhang 004; Zhiguo Zhang 001; Shing-Chow Chan; Huiying Wen; Xin Chen 025 (ICIP, 2015)

A user-friendly wearable single-channel EOG-based human-computer interface for cursor control. - Andersen Man Shun Ang; Zhiguo Zhang 001; Yeung Sam Hung; Joseph N. F. Mak (NER, 2015)

PCA-SIR: A new nonlinear supervised dimension reduction method with application to pain prediction from EEG. - Yiheng Tu; Yeung Sam Hung; Li Hu; Zhiguo Zhang 001 (NER, 2015)

Sparsest Error Detection via Sparsity Invariant Transformation based ℓ1 Minimization. - Suzhen Wang; Sheng Han; Zhiguo Zhang 001; Wing Shing Wong (CoRR, 2015)

Multiple linear regression to estimate time-frequency electrophysiological responses in single trials. - Li Hu; Zhiguo Zhang 001; André Mouraux; Gian Domenico Iannetti (NeuroImage, 2015)

Efficient Implementation and Design of a New Single-Channel Electrooculography-Based Human-Machine Interface System. - Jiafei Wu; Andersen Man Shun Ang; Kai Man Tsui; H. C. Wu 001; Yeung Sam Hung; Yong Hu 003; Joseph N. F. Mak; Shing-Chow Chan; Z. G. Zhang 001 (IEEE Trans. Circuits Syst. II Express Briefs, 2015)

Spontaneous EEG-based normalization of pain-evoked neural responses: Effect on improving the accuracy of pain prediction. - Yanru Bai; Yong Hu 003; Zhiguo Zhang 001 (CIVEMSA, 2016)

A comparison of multimodal biomarkers for chronic hepatitis B assessment using recursive feature elimination. - Yanru Bai; Xin Chen 025; Changfeng Dong; Yingxia Liu; Zhiguo Zhang 001 (EMBC, 2016)

A non-negative tensor factorization approach to feature extraction for image analysis. - Andersen Man Shun Ang; Yeung Sam Hung; Zhiguo Zhang 001 (DSP, 2016)

A new L1-regularized time-varying autoregressive model for brain connectivity estimation: A study using visual task-related fMRI data. - Li Zhang 041; Z. N. Fu; Shing-Chow Chan; H. C. Wu 001; Z. G. Zhang 001 (ISCAS, 2016)

N1 Magnitude of Auditory Evoked Potentials and Spontaneous Functional Connectivity Between Bilateral Heschl's Gyrus Are Coupled at Interindividual Level. - Ao Tan; Li Hu; Yiheng Tu; Rui Chen; Yeung Sam Hung; Zhiguo Zhang 001 (Brain Connect., 2016)

Identifying transient patterns of in vivo muscle behaviors during isometric contraction by local polynomial regression. - Xin Chen 025; Huiying Wen; Qiaoliang Li; Tianfu Wang 001; Siping Chen; Yong-Ping Zheng; Zhiguo Zhang 001 (Biomed. Signal Process. Control., 2016)

Normalization of Pain-Evoked Neural Responses Using Spontaneous EEG Improves the Performance of EEG-Based Cross-Individual Pain Prediction. - Yanru Bai; Gan Huang; Yiheng Tu; Ao Tan; Yeung Sam Hung; Zhiguo Zhang 001 (Frontiers Comput. Neurosci., 2016)

Decoding Subjective Intensity of Nociceptive Pain from Pre-stimulus and Post-stimulus Brain Activities. - Yiheng Tu; Ao Tan; Yanru Bai; Yeung Sam Hung; Zhiguo Zhang 001 (Frontiers Comput. Neurosci., 2016)

Improving sensitivity of cluster-based permutation test for EEG/MEG data. - Gan Huang; Zhiguo Zhang 001 (NER, 2017)

A least across-segment variance (LASV) method for the correction of EEG-fMRI desynchronization. - Ao Tan; Yiheng Tu; Zening Fu; Gan Huang; Yeung Sam Hung; Zhiguo Zhang 001 (NER, 2017)

A Partial least squares-based regression approach for analysis of frontotemporal dementia gene markers in human brain gene microarray data. - Shing-Chow Chan; H. C. Wu 001; Jian-Qiang Lin; Z. G. Zhang 001 (DSP, 2018)

Detection of movement-related cortical potentials associated with emergency and non-emergency tasks. - Shengtao Li; Yuzhang Zhu; Gan Huang; Liangjun Zhang; Zhiguo Zhang 001; Kai Huang 002 (DSP, 2018)

The Recognition of Driving Action Based on EEG Signals Using Wavelet-CSP Algorithm. - Jinxin Lin; Shunyu Liu 001; Gan Huang; Zhiguo Zhang 001; Kai Huang 002 (DSP, 2018)

Divide-and-conquer muscle synergies: A new feature space decomposition approach for simultaneous multifunction myoelectric control. - Gan Huang; Zhien Xian; Zhiguo Zhang 001; Shunchong Li; Xiangyang Zhu (Biomed. Signal Process. Control., 2018)

A novel and effective fMRI decoding approach based on sliced inverse regression and its application to pain prediction. - Yiheng Tu; Zening Fu; Ao Tan; Gan Huang; Li Hu; Yeung Sam Hung; Zhiguo Zhang 001 (Neurocomputing, 2018)

Characterizing dynamic amplitude of low-frequency fluctuation and its relationship with dynamic functional connectivity: An application to schizophrenia. - Zening Fu; Yiheng Tu; Xin Di; Yuhui Du; Godfrey D. Pearlson; Jessica A. Turner; Bharat B. Biswal; Zhiguo Zhang 001; Vince D. Calhoun (NeuroImage, 2018)

E-Health Parkinson Disease Diagnosis in Smart Home Based on Hybrid Intelligence Optimization Model. - Ahmed M. Anter; Zhiguo Zhang 001 (AISI, 2019)

Adaptive Neuro-Fuzzy Inference System-Based Chaotic Swarm Intelligence Hybrid Model for Recognition of Mild Cognitive Impairment from Resting-State fMRI. - Ahmed M. Anter; Zhiguo Zhang 001 (PRIME@MICCAI, 2019)

Sliding Window Nonnegative Matrix Factorization (SW-NMF) for Robustness Low-Density Myoelectric Signals Decoding Against Electrodes Shift. - Zhien Xian; Zhiguo Zhang 001; Fei Tang; Li Zhang 041; Gan Huang (NER, 2019)

Estimation of Task-Evoked Dynamic Effective Connectivity from fMRI in A Visual Target Detection Oddball Experiment. - Li Zhang 041; Y. M. Yuan; J. W. Li; G. Huang; S. C. Chan 001; Zhi Guo Zhang 001 (NER, 2019)

A robust swarm intelligence-based feature selection model for neuro-fuzzy recognition of mild cognitive impairment from resting-state fMRI. - Ahmed M. Anter; Yichen Wei; Jiahui Su; Yueming Yuan; Beiying Lei; Gaoxiong Duan; Wei Mai; Xiucheng Nong; Bihan Yu; Chong Li; Zening Fu; Lihua Zhao; et al. (Inf. Sci., 2019)

Transient increased thalamic-sensory connectivity and decreased whole-brain dynamism in autism. - Zening Fu; Yiheng Tu; Xin Di; Yuhui Du; Jing Sui; Bharat B. Biswal; Zhiguo Zhang 001; Nina de Lacy; Vincent D. Calhoun (NeuroImage, 2019)

A novel training-free externally-regulated neurofeedback (ER-NF) system using phase-guided visual stimulation for alpha modulation. - Gan Huang; Jia Liu; Linling Li; Li Zhang 041; Yixuan Zeng; Lijie Ren; Shiqing Ye; Zhiguo Zhang 001 (NeuroImage, 2019)

Identifying inter-individual differences in pain threshold using brain connectome: a test-retest reproducible study. - Yiheng Tu; Binlong Zhang; Jin Cao; Georgia Wilson; Zhiguo Zhang 001; Jian Kong (NeuroImage, 2019)

Automatic Muscle Fiber Orientation Tracking in Ultrasound Images Using a New Adaptive Fading Bayesian Kalman Smoother. - Zhong Liu 004; Shing-Chow Chan; Shuai Zhang 004; Zhiguo Zhang 001; Xin Chen 025 (IEEE Trans. Image Process., 2019)

Removal of eye-blinking artifacts by ICA in cross-modal long-term EEG recording. - Gan Huang; Zhenxing Hu; Li Zhang 041; Linling Li; Zhen Liang; Zhiguo Zhang 001 (EMBC, 2020)

An Autoencoder-based Approach to Predict Subjective Pain Perception from High-density Evoked EEG Potentials. - Jiahao Wang; Mengying Wei; Li Zhang 041; Gan Huang; Zhen Liang; Linling Li; Zhiguo Zhang 001 (EMBC, 2020)

The Real Time EEG Phase Locked Feedback Control for Alpha Amplitude and Frequency Regulation: An OpenBCI Implementation. - Xinyue Wang; Shaohui Hou; Li Zhang 041; Linling Li; Zhen Liang; Zhiguo Zhang 001; Gan Huang (ICBBS, 2020)

Self-weighted Multi-task Learning for Subjective Cognitive Decline Diagnosis. - Nina Cheng; Alejandro Frangi; Zhiguo Zhang 001; Denao Deng; Lihua Zhao; Tianfu Wang 001; Yichen Wei; Bihan Yu; Wei Mai; Gaoxiong Duan; Xiucheng Nong; Chong Li; et al. (MICCAI (7), 2020)

IEEE Access Special Section Editorial: Neural Engineering Informatics. - Zehong Cao; Peng Xu 001; Zhiguo Zhang 001; Gang Wang 005; Samu Taulu; Leandro Beltrachini (IEEE Access, 2020)

Multi-stage fuzzy swarm intelligence for automatic hepatic lesion segmentation from CT scans. - Ahmed M. Anter; Siddhartha Bhattacharyya; Zhiguo Zhang 001 (Appl. Soft Comput., 2020)

Low-density surface electromyographic patterns under electrode shift: Characterization and NMF-based classification. - Gan Huang; Zhien Xian; Fei Tang; Linling Li; Li Zhang 041; Zhiguo Zhang 001 (Biomed. Signal Process. Control., 2020)

A New Type of Fuzzy-Rule-Based System With Chaotic Swarm Intelligence for Multiclassification of Pain Perception From fMRI. - Ahmed M. Anter; Gan Huang; Linling Li; Li Zhang 041; Zhen Liang; Zhiguo Zhang 001 (IEEE Trans. Fuzzy Syst., 2020)

Random Forest with Self-Paced Bootstrap Learning in Lung Cancer Prognosis. - Qingyong Wang; Yun Zhou 001; Weiping Ding 001; Zhiguo Zhang 001; Khan Muhammad 001; Zehong Cao (ACM Trans. Multim. Comput. Commun. Appl., 2020)

An Efficient EEG Microstate Analysis Method for Emotion Study. - Wanrou Hu; Li Zhang 041; Gan Huang; Linling Li; Zhiguo Zhang 001; Zhen Liang (ICBSP, 2021)

Cross-Sessions and Cross-Paradigms Analysis for the Problem of Brain-Computer Interface Inefficiency*. - Weize Chen; Gan Huang; Zhenxing Hu; Li Zhang 041; Linling Li; Zhen Liang; Zhiguo Zhang 001 (M2VIP, 2021)

Neural dynamics of closed-loop alpha wave modulation via phase-locked visual feedback. - Xingyi Jin; Li Zhang 041; Linling Li; Zhen Liang; Zhiguo Zhang 001; Gan Huang (NER, 2021)

AFCM-LSMA: New intelligent model based on Lévy slime mould algorithm and adaptive fuzzy C-means for identification of COVID-19 infection from chest X-ray images. - Ahmed M. Anter; Diego Oliva; Anuradha D. Thakare; Zhiguo Zhang 001 (Adv. Eng. Informatics, 2021)

EEGFuseNet: Hybrid Unsupervised Deep Feature Characterization and Fusion for High-Dimensional EEG with An Application to Emotion Recognition. - Zhen Liang; Rushuang Zhou; Li Zhang 041; Linling Li; Gan Huang; Zhiguo Zhang 001; Shin Ishii (CoRR, 2021)

Accessing dynamic functional connectivity using l0-regularized sparse-smooth inverse covariance estimation from fMRI. - Li Zhang 041; Zening Fu; Wenwen Zhang; Gan Huang; Zhen Liang; Linling Li; Bharat B. Biswal; Vince D. Calhoun; Zhiguo Zhang 001 (Neurocomputing, 2021)

Auto-weighted centralised multi-task learning via integrating functional and structural connectivity for subjective cognitive decline diagnosis. - Baiying Lei; Nina Cheng; Alejandro F. Frangi; Yichen Wei; Bihan Yu; Lingyan Liang; Wei Mai; Gaoxiong Duan; Xiucheng Nong; Chong Li; Jiahui Su; Tianfu Wang 001; et al. (Medical Image Anal., 2021)

Designing individual-specific and trial-specific models to accurately predict the intensity of nociceptive pain from single-trial fMRI responses. - Qianqian Lin; Gan Huang; Linling Li; Li Zhang 041; Zhen Liang; Ahmed M. Anter; Zhiguo Zhang 001 (NeuroImage, 2021)

Linking Attention-Based Multiscale CNN With Dynamical GCN for Driving Fatigue Detection. - Hongtao Wang 001; Linfeng Xu; Anastasios Bezerianos; Chuangquan Chen; Zhi Guo Zhang 001 (IEEE Trans. Instrum. Meas., 2021)

A Novel Transfer Learning Framework with Prototypical Representation based Pairwise Learning for Cross-Subject Cross-Session EEG-Based Emotion Recognition. - Rushuang Zhou; Zhiguo Zhang 001; Xin Yang 009; Hong Fu; Li Zhang 041; Linling Li; Gan Huang; Yining Dong; Fali Li; Zhen Liang (CoRR, 2022)

Real-time epileptic seizure recognition using Bayesian genetic whale optimizer and adaptive machine learning. - Ahmed M. Anter; Mohamed Abd Elaziz 001; Zhiguo Zhang 001 (Future Gener. Comput. Syst., 2022)

Cross-individual affective detection using EEG signals with audio-visual embedding. - Zhen Liang; Xihao Zhang; Rushuang Zhou; Li Zhang 041; Linling Li; Gan Huang; Zhiguo Zhang 001 (Neurocomputing, 2022)

Estimating scale-free dynamic effective connectivity networks from fMRI using group-wise spatial-temporal regularizations. - Li Zhang 041; Gan Huang; Zhen Liang; Linling Li; Zhiguo Zhang 001 (Neurocomputing, 2022)

QMVO-SCDL: A new regression model for fMRI pain decoding using quantum-behaved sparse dictionary learning. - Ahmed M. Anter; Hany S. Elnashar; Zhiguo Zhang 001 (Knowl. Based Syst., 2022)

Unsupervised domain selective graph convolutional network for preoperative prediction of lymph node metastasis in gastric cancer. - Yongtao Zhang; Ning Yuan; Zhiguo Zhang 001; Jie Du 001; Tianfu Wang 001; Bing Liu; Aocai Yang; Kuan Lv; Guolin Ma; Baiying Lei (Medical Image Anal., 2022)

A new perspective on individual reliability beyond group effect for event-related potentials: A multisensory investigation and computational modeling. - Zhenxing Hu; Zhiguo Zhang 001; Zhen Liang; Li Zhang 041; Linling Li; Gan Huang (NeuroImage, 2022)

M3CV: A multi-subject, multi-session, and multi-task database for EEG-based biometrics challenge. - Gan Huang; Zhenxing Hu; Weize Chen; Shaorong Zhang; Zhen Liang; Linling Li; Li Zhang 041; Zhiguo Zhang 001 (NeuroImage, 2022)

Disambiguation of Cognitive Impairment Diagnosis with EEG-Based Dual-Contrastive Learning. - Zhenxi Song; Zian Pei; Huixia Ren; Lin Zhu; Yi Guo 007; Zhiguo Zhang 001 (ICASSP, 2023)

EEGMatch: Learning with Incomplete Labels for Semi-Supervised EEG-based Cross-Subject Emotion Recognition. - Rushuang Zhou; Weishan Ye; Zhiguo Zhang 001; Yanyang Luo; Li Zhang 041; Linling Li; Gan Huang; Yining Dong; Yuan-Ting Zhang; Zhen Liang (CoRR, 2023)

Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-based Emotion Recognition. - Weishan Ye; Zhiguo Zhang 001; Min Zhang 005; Fei Teng 005; Li Zhang 041; Linling Li; Gan Huang; Jianhong Wang; Dong Ni 001; Zhen Liang (CoRR, 2023)

A robust intelligence regression model for monitoring Parkinson's disease based on speech signals. - Ahmed M. Anter; Ali Wagdy Mohamed; Min Zhang 005; Zhiguo Zhang 001 (Future Gener. Comput. Syst., 2023)

Functional connectivity profiles of the default mode and visual networks reflect temporal accumulative effects of sustained naturalistic emotional experience. - Shuyue Xu; Zhiguo Zhang 001; Linling Li; Yongjie Zhou; Danyi Lin; Min Zhang 005; Li Zhang 041; Gan Huang; Xiqin Liu; Benjamin Becker; Zhen Liang (NeuroImage, 2023)

BNMTrans: A Brain Network Sequence-Driven Manifold-Based Transformer for Cognitive Impairment Detection Using EEG. - Ruihan Qin; Zhenxi Song; Huixia Ren; Zian Pei; Lin Zhu; Xue Shi; Yi Guo 007; Honghai Liu 001; Min Zhang 005; Zhiguo Zhang 001 (ICASSP, 2024)

Fusing Multi-Level Features from Audio and Contextual Sentence Embedding from Text for Interview-Based Depression Detection. - Junqi Xue; Ruihan Qin; Xinxu Zhou; Honghai Liu 001; Min Zhang 005; Zhiguo Zhang 001 (ICASSP, 2024)

EmoTVR: A Hybrid Model to Estimate Continuous-Time and Continuous-Level Emotion from Electroencephalography. - Xinxu Zhou; Zhen Liang; Weishan Ye; Junqi Xue; Honghai Liu 001; Min Zhang 005; Zhiguo Zhang 001 (ICASSP, 2024)

GCAN: Generative Counterfactual Attention-Guided Network for Explainable Cognitive Decline Diagnostics Based on fMRI Functional Connectivity. - Xiongri Shen; Zhenxi Song; Zhiguo Zhang 001 (MICCAI (10), 2024)

EEG-MACS: Manifold Attention and Confidence Stratification for EEG-based Cross-Center Brain Disease Diagnosis under Unreliable Annotations. - Zhenxi Song; Ruihan Qin; Huixia Ren; Zhen Liang; Yi Guo 007; Min Zhang 005; Zhiguo Zhang 001 (ACM Multimedia, 2024)

HA-HI: Synergising fMRI and DTI through Hierarchical Alignments and Hierarchical Interactions for Mild Cognitive Impairment Diagnosis. - Xiongri Shen; Zhenxi Song; Linling Li; Min Zhang 005; Lingyan Liang; Honghai Liu 001; Demao Deng; Zhiguo Zhang 001 (CoRR, 2024)

Semantic-Guided Multimodal Sentiment Decoding with Adversarial Temporal-Invariant Learning. - Guoyang Xu; Junqi Xue; Yuxin Liu; Zirui Wang; Min Zhang 005; Zhenxi Song; Zhiguo Zhang 001 (CoRR, 2024)

RLWOA-SOFL: A New Learning Model-Based Reinforcement Swarm Intelligence and Self-Organizing Deep Fuzzy Rules for fMRI Pain Decoding. - Ahmed M. Anter; Zhiguo Zhang 001 (IEEE Trans. Affect. Comput., 2024)

Unsupervised Time-Aware Sampling Network With Deep Reinforcement Learning for EEG-Based Emotion Recognition. - Yongtao Zhang; Yue Pan; Yulin Zhang; Min Zhang 005; Linling Li; Li Zhang 041; Gan Huang; Lei Su; Honghai Liu 001; Zhen Liang; Zhiguo Zhang 001 (IEEE Trans. Affect. Comput., 2024)

PR-PL: A Novel Prototypical Representation Based Pairwise Learning Framework for Emotion Recognition Using EEG Signals. - Rushuang Zhou; Zhiguo Zhang 001; Hong Fu; Li Zhang 041; Linling Li; Gan Huang; Fali Li; Xin Yang 009; Yining Dong; Yuan-Ting Zhang; Zhen Liang (IEEE Trans. Affect. Comput., 2024)

Multimodal Sensing for Depression Risk Detection: Integrating Audio, Video, and Text Data. - Zhenwei Zhang; Shengming Zhang; Dong Ni 001; Zhaoguo Wei; Kongjun Yang; Shan Jin; Gan Huang; Zhen Liang; Li Zhang 041; Linling Li; Huijun Ding; Zhiguo Zhang 001; et al. (Sensors, 2024)

BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation. - Jilong Li; Zhenxi Song; Jiaqi Wang; Meishan Zhang; Honghai Liu 001; Min Zhang 005; Zhiguo Zhang 001 (ACL (Findings), 2025)

SSVEP-BiMA: Bifocal Masking Attention Leveraging Native and Symmetric-Antisymmetric Components for Robust SSVEP Decoding. - Yuxin Liu; Zhenxi Song; Guoyang Xu; Zirui Wang; Feng Wan; Yong Hu 003; Min Zhang 005; Zhiguo Zhang 001 (ICASSP, 2025)

A Topic-Guided Self-Attention Network for Daily Mental Wellbeing Prediction Using Mobile Devices. - Zeju Xu; Guanzheng Liu; Guozhen Zhao; Zhiguo Zhang 001; Chenzhong Li; Changhong Wang (IEEE Trans. Affect. Comput., 2025)

Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-Based Emotion Recognition. - Weishan Ye; Z. G. Zhang 001; Fei Teng 005; Min Zhang 005; Jianhong Wang; Dong Ni 001; Fali Li; Peng Xu 001; Zhen Liang (IEEE Trans. Affect. Comput., 2025)

EEGMatch: Learning With Incomplete Labels for Semisupervised EEG-Based Cross-Subject Emotion Recognition. - Rushuang Zhou; Weishan Ye; Zhiguo Zhang 001; Yanyang Luo; Li Zhang 041; Linling Li; Gan Huang; Yining Dong; Yuan-Ting Zhang; Zhen Liang (IEEE Trans. Neural Networks Learn. Syst., 2025)