Spatio-temporal Identification of Hemodynamics in fMRI: A Data-Driven Approach. - Lirong Yan; Dewen Hu; Zongtan Zhou; Yadong Liu 001 (MIAR, 2004)

Spatial and Temporal Analysis for Optical Imaging Data Using CWT and tICA. - Yadong Liu 001; Guohua Zang; Fayi Liu; Lirong Yan; Ming Li 028; Zongtan Zhou; Dewen Hu (CVBIA, 2005)

A novel method for spatio-temporal pattern analysis of brain fMRI data. - Yadong Liu 001; Zongtan Zhou; Dewen Hu; Lirong Yan; Changlian Tan; Daxing Wu; Shuqiao Yao (Sci. China Ser. F Inf. Sci., 2005)

Unified SPM-ICA for fMRI analysis. - Dewen Hu; Lirong Yan; Yadong Liu 001; Zongtan Zhou; Karl J. Friston; Changlian Tan; Daxing Wu (NeuroImage, 2005)

fMRI Noise Reduction Based on Canonical Correlation Analysis and Surrogate Test. - Yadong Liu 001; Dewen Hu; Zongtan Zhou; Hui Shen 004; Xiang Wang (IEEE J. Sel. Top. Signal Process., 2008)

Local region structured noise reduction for cortical optical imaging. - Yadong Liu 001; Dewen Hu; Zongtan Zhou; Fayi Liu (Neurocomputing, 2009)

Structured noise analysis in intrinsic optical imaging. - Haibing Yin; Yadong Liu 001; Zongtan Zhou; Ming Li 028; Yucheng Wang; Dewen Hu (IEEE ICCI, 2010)

Spike classification with multivariate t-distribution mixture model via improved Expectation-Maximization algorithm. - Haibing Yin; Yadong Liu 001; Dewen Hu (ICNC, 2010)

Discriminative analysis of resting-state functional connectivity patterns of schizophrenia using low dimensional embedding of fMRI. - Hui Shen 004; Lubin Wang; Yadong Liu 001; Dewen Hu (NeuroImage, 2010)

OI and fMRI Signal Separation Using Both Temporal and Spatial Autocorrelations. - Ming Li 028; Yadong Liu 001; Guiyu Feng; Zongtan Zhou; Dewen Hu (IEEE Trans. Biomed. Eng., 2010)

Cerebral Artery-Vein Separation Using 0.1-Hz Oscillation in Dual-Wavelength Optical Imaging. - Yucheng Wang; Dewen Hu; Yadong Liu 001; Ming Li 028 (IEEE Trans. Medical Imaging, 2011)

Hemodynamic and electrophysiological spontaneous low-frequency oscillations in the cortex: Directional influences revealed by Granger causality. - Liangming Huang; Yadong Liu 001; Ming Li 028; Dewen Hu (NeuroImage, 2014)

A Speedy Hybrid BCI Spelling Approach Combining P300 and SSVEP. - Erwei Yin; Zongtan Zhou; Jun Jiang 001; Fanglin Chen 001; Yadong Liu 001; Dewen Hu (IEEE Trans. Biomed. Eng., 2014)

A novel Morse code-inspired method for multiclass motor imagery brain-computer interface (BCI) design. - Jun Jiang 001; Zongtan Zhou; Erwei Yin; Yang Yu 014; Yadong Liu 001; Dewen Hu (Comput. Biol. Medicine, 2015)

EEG-Based Perceived Tactile Location Prediction. - Deng Wang; Yadong Liu 001; Dewen Hu; Gunnar Blohm (IEEE Trans. Auton. Ment. Dev., 2015)

Including Signal Intensity Increases the Performance of Blind Source Separation on Brain Imaging Data. - Ming Li 028; Yadong Liu 001; Fanglin Chen 001; Dewen Hu (IEEE Trans. Medical Imaging, 2015)

Toward brain-actuated car applications: Self-paced control with a motor imagery-based brain-computer interface. - Yang Yu 014; Zongtan Zhou; Erwei Yin; Jun Jiang 001; Jingsheng Tang; Yadong Liu 001; Dewen Hu (Comput. Biol. Medicine, 2016)

A P300-Based Brain-Computer Interface for Chinese Character Input. - Yang Yu 014; Zongtan Zhou; Erwei Yin; Jun Jiang 001; Yadong Liu 001; Dewen Hu (Int. J. Hum. Comput. Interact., 2016)

A SSVEP-BCI with random moving stimuli in simulation environment. - Nannan Zhang; Yadong Liu 001; Zongtan Zhou (BCI, 2017)

Frequency Recognition Based on Optimized Power Spectral Density Analysis for SSSEP-Based BCIs. - Xing Han; Yadong Liu 001; Yang Yu 014; Zongtan Zhou (IScIDE, 2017)

EEG-Based Motor Imagery Differing in Task Complexity. - Kunjia Liu; Yang Yu 014; Yadong Liu 001; Zongtan Zhou (IScIDE, 2017)

Detect visual field using eye tracking and steady-state visual evoked potential. - Nannan Zhang; Yadong Liu 001; Zongtan Zhou; Dewen Hu; Erwei Yin (SMC, 2017)

Toward a Hybrid BCI: Self-Paced Operation of a P300-based Speller by Merging a Motor Imagery-Based "Brain Switch" into a P300 Spelling Approach. - Yang Yu 014; Zongtan Zhou; Jun Jiang 001; Erwei Yin; Kunjia Liu; Jingjun Wang; Yadong Liu 001; Dewen Hu (Int. J. Hum. Comput. Interact., 2017)

Dense-CAM: Visualize the Gender of Brains with MRI Images. - Kai Gao 011; Hui Shen 004; Yadong Liu 001; Ling-Li Zeng; Dewen Hu (IJCNN, 2019)

An Tactile ERP-Based Brain-Computer Interface for Communication. - Yadong Liu 001; Jingjun Wang; Erwei Yin; Yang Yu 014; Zongtan Zhou; Dewen Hu (Int. J. Hum. Comput. Interact., 2019)

Toward Brain-Actuated Mobile Platform. - Jingsheng Tang; Yadong Liu 001; Jun Jiang 001; Yang Yu 014; Dewen Hu; Zongtan Zhou (Int. J. Hum. Comput. Interact., 2019)

Towards a Hybrid BCI Gaming Paradigm Based on Motor Imagery and SSVEP. - Zhihua Wang 002; Yang Yu 014; Ming Xu 022; Yadong Liu 001; Erwei Yin; Zongtan Zhou (Int. J. Hum. Comput. Interact., 2019)

A Novel Single-Character Visual BCI Paradigm With Multiple Active Cognitive Tasks. - Nannan Zhang; Zongtan Zhou; Yadong Liu 001; Erwei Yin; Jun Jiang 001; Dewen Hu (IEEE Trans. Biomed. Eng., 2019)

GAMA: Graph Attention Multi-agent reinforcement learning algorithm for cooperation. - Haoqiang Chen; Yadong Liu 001; Zongtan Zhou; Dewen Hu; Ming Zhang 027 (Appl. Intell., 2020)

A self-paced BCI prototype system based on the incorporation of an intelligent environment-understanding approach for rehabilitation hospital environmental control. - Yaru Liu; Yadong Liu 001; Jingsheng Tang; Erwei Yin; Dewen Hu; Zongtan Zhou (Comput. Biol. Medicine, 2020)

A Dynamic User Interface Based BCI Environmental Control System. - Saisai Zhong; Yadong Liu 001; Yang Yu 014; Jingsheng Tang; Zongtan Zhou; Dewen Hu (Int. J. Hum. Comput. Interact., 2020)

Long-Term Person Tracking for Unmanned Aerial Vehicle Based on Human-Machine Collaboration. - Tongtong Zhou; Yadong Liu 001 (IEEE Access, 2021)

Brain-computer interface for human-multirobot strategic consensus with a differential world model. - Yaru Liu; Wei Dai; Huimin Lu 002; Yadong Liu 001; Zongtan Zhou (Appl. Intell., 2021)

EEG-Based Detection of Braking Intention During Simulated Driving. - Xinbin Liang; Yang Yu 014; Yadong Liu 001; Kaixuan Liu; Yaru Liu; Zongtan Zhou (CoRR, 2022)

Convolutional Neural Networks with A Topographic Representation Module for EEG-Based Brain-Computer Interfaces. - Xinbin Liang; Yaru Liu; Yang Yu 014; Kaixuan Liu; Yadong Liu 001; Zongtan Zhou (CoRR, 2022)

Giant magneto-impedance sensor with working point selfadaptation for unshielded human bio-magnetic detection. - Changlin Han; Ming Xu 022; Jingsheng Tang; Yadong Liu 001; Zongtan Zhou (Virtual Real. Intell. Hardw., 2022)

Weighted Policy Constraints for Offline Reinforcement Learning. - Zhiyong Peng 002; Changlin Han; Yadong Liu 001; Zongtan Zhou (AAAI, 2023)

Energy-Based Policy Constraint for Offline Reinforcement Learning. - Zhiyong Peng 002; Changlin Han; Yadong Liu 001; Zongtan Zhou (CICAI (2), 2023)

Overfitting-avoiding goal-guided exploration for hard-exploration multi-goal reinforcement learning. - Changlin Han; Zhiyong Peng 002; Yadong Liu 001; Jingsheng Tang; Yang Yu 014; Zongtan Zhou (Neurocomputing, 2023)

Learning robotic manipulation skills with multiple semantic goals by conservative curiosity-motivated exploration. - Changlin Han; Zhiyong Peng 002; Yadong Liu 001; Jingsheng Tang; Yang Yu 014; Zongtan Zhou (Frontiers Neurorobotics, 2023)

Conservative network for offline reinforcement learning. - Zhiyong Peng 002; Yadong Liu 001; Haoqiang Chen; Zongtan Zhou (Knowl. Based Syst., 2023)

A Novel Multiscale Dilated Convolution Neural Network With Gating Mechanism for Decoding Driving Intentions Based on EEG. - Jianxiang Sun; Yadong Liu 001; Zeqi Ye; Dewen Hu (IEEE Trans. Cogn. Dev. Syst., 2023)

Implicit policy constraint for offline reinforcement learning. - Zhiyong Peng 002; Yadong Liu 001; Changlin Han; Zongtan Zhou (CAAI Trans. Intell. Technol., 2024)

Deadly triad matters for offline reinforcement learning. - Zhiyong Peng 002; Yadong Liu 001; Zongtan Zhou (Knowl. Based Syst., 2024)

Recognizing drivers' turning intentions with EEG and eye movement. - Yingxin Liu; Xinbin Liang; Yang Yu 014; Jianxiang Sun; Jiayao Hu; Yadong Liu 001; Ling-Li Zeng; Zongtan Zhou; Dewen Hu (Biomed. Signal Process. Control., 2025)

Pessimistic policy iteration with bounded uncertainty. - Zhiyong Peng 002; Changlin Han; Yadong Liu 001; Jingsheng Tang; Zongtan Zhou (Expert Syst. Appl., 2025)

An Early Warning Approach for Pilots' Cognitive Tipping Points Based Multi-Modal Signals. - Si Wang; Yadong Liu 001; Dewen Hu (IEEE Trans Autom. Sci. Eng., 2025)

Causal Confusion in Pedestrian Crossing Intention Prediction for Autonomous Vehicles: The Role of Ego-Vehicle Speed. - Haoqiang Chen; Jianxiang Sun; Yadong Liu 001; Zhiyong Peng 002; Dewen Hu (IEEE Trans. Intell. Transp. Syst., 2025)