Reconstruction of gene regulatory networks from short time series high throughput data: Review and new findings. - H. C. Wu 001; Li Zhang 041; S. C. Chan 001 (DSP, 2014)

Large-scale dynamic gene regulatory networks analysis for time course DNA microarray data from C. elegans, preliminary results and findings. - Li Zhang 041; H. C. Wu 001; Shing-Chow Chan (DSP, 2015)

A novel algorithm for time-varying gene regulatory networks identification with biological state change detection. - Li Zhang 041; Ho-Chun Wu 001; Shing-Chow Chan (ISCAS, 2015)

A Maximum A Posteriori Probability and Time-Varying Approach for Inferring Gene Regulatory Networks from Time Course Gene Microarray Data. - Shing-Chow Chan; Li Zhang 041; Ho-Chun Wu 001; Kai Man Tsui (IEEE ACM Trans. Comput. Biol. Bioinform., 2015)

Scalable real-time multi-target tracking and its implementation on DSP. - Li Zhang 041 (2015)

Myocardial infarction detection and classification - A new multi-scale deep feature learning approach. - Jiafei Wu; Y. L. Bao; Shing-Chow Chan; H. C. Wu 001; Li Zhang 041; Xi-Guang Wei (DSP, 2016)

A variable forgetting factor QRD-based RLS algorithm with bias compensation for system identification with input noise. - Hai Jun Tan; S. C. Chan 001; Li Zhang 041 (ISCAS, 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)

Dynamic gene and transcriptional regulatory networks inferring with multi-Laplacian prior from time-course gene microarray data. - Li Zhang 041; H. C. Wu 001; S. C. Chan 001; Chong Wang 001 (DSP, 2017)

Dynamic gene regulatory network analysis using Saccharomyces cerevisiae large-scale time-course microarray data. - Li Zhang 041; H. C. Wu 001; Jian-Qiang Lin; S. C. Chan 001 (ISCAS, 2017)

The Time-Varying Network Patterns in Motor Imagery Revealed by Adaptive Directed Transfer Function Analysis for fMRI. - Tao Zhang 017; Mengchen Li; Li Zhang 041; Bharat B. Biswal; Dezhong Yao 001; Peng Xu 001 (IEEE Access, 2018)

Superpixel-based color-depth restoration and dynamic environment modeling for Kinect-assisted image-based rendering systems. - Chong Wang 001; Shing-Chow Chan; Zhenyu Zhu; Li Zhang 041; Heung-Yeung Shum (Vis. Comput., 2018)

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 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)

An Augmented Lagrangian Approach for Distributed Robust Estimation in Large-Scale Systems. - Shing-Chow Chan; Ho-Chun Wu 001; Cheuk Hei Ho; Li Zhang 041 (IEEE Syst. J., 2019)

A Multi-Laplacian Prior and Augmented Lagrangian Approach to the Exploratory Analysis of Time-Varying Gene and Transcriptional Regulatory Networks for Gene Microarray Data. - Li Zhang 041; Ho-Chun Wu 001; Cheuk Hei Ho; Shing-Chow Chan (IEEE ACM Trans. Comput. Biol. Bioinform., 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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

Test-time bi-directional adaptation between image and model for robust segmentation. - Xiaoqiong Huang; Xin Yang 009; Haoran Dou; Yuhao Huang 001; Li Zhang 041; Zhendong Liu; Zhongnuo Yan; Lian Liu; Yuxin Zou; Xindi Hu; Rui Gao; Yuanji Zhang; et al. (Comput. Methods Programs Biomed., 2023)

MDDD: Manifold-based Domain Adaptation with Dynamic Distribution for Non-Deep Transfer Learning in Cross-subject and Cross-session EEG-based Emotion Recognition. - Ting Luo; Jing Zhang; Yingwei Qiu; Li Zhang 041; Yaohua Hu; Zhuliang Yu; Zhen Liang (CoRR, 2024)

DuA: Dual Attentive Transformer in Long-Term Continuous EEG Emotion Analysis. - Yue Pan; Qile Liu; Qing Liu; Li Zhang 041; Gan Huang; Xin Chen; Fali Li; Peng Xu 001; Zhen Liang (CoRR, 2024)

Dual Prototyping with Domain and Class Prototypes for Affective Brain-Computer Interface in Unseen Target Conditions. - Guangli Li; Zhehao Zhou; Tuo Sun; Ping Tan; Li Zhang 041; Zhen Liang (CoRR, 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)

Emotion agent: Unsupervised deep reinforcement learning with distribution-prototype reward for continuous emotional EEG analysis. - Zhihao Zhou; Li Zhang 041; Qile Liu; Gan Huang; Zhuliang Yu; Zhen Liang (Neurocomputing, 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)

NSSI-Net: A Multi-Concept GAN for Non-Suicidal Self-Injury Detection Using High-Dimensional EEG in a Semi-Supervised Framework. - Zhen Liang; Weishan Ye; Qile Liu; Li Zhang 041; Gan Huang; Yongjie Zhou (IEEE J. Biomed. Health Informatics, 2025)

Integrating biological and machine intelligence: Attention mechanisms in brain-computer interfaces. - Jiyuan Wang; Weishan Ye; Jialin He; Li Zhang 041; Gan Huang; Zhuliang Yu; Zhen Liang (Inf. Fusion, 2026)