SSVEP Responses Reveal the Efficiency of Functional Brain Network Entrained by the Flickering Stimulus. - Yangsong Zhang 001; Peng Xu 001; Dezhong Yao 001 (ICONS, 2013)

Local Temporal Correlation Common Spatial Patterns for Single Trial EEG Classification during Motor Imagery. - Rui Zhang 018; Peng Xu 001; Tiejun Liu; Yangsong Zhang 001; Lanjin Guo; Peiyang Li; Dezhong Yao 001 (Comput. Math. Methods Medicine, 2013)

Using particle swarm to select frequency band and time interval for feature extraction of EEG based BCI. - Peng Xu 001; Tiejun Liu; Rui Zhang 018; Yangsong Zhang 001; Dezhong Yao 001 (Biomed. Signal Process. Control., 2014)

An Efficient Frequency Recognition Method Based on Likelihood Ratio Test for SSVEP-Based BCI. - Yangsong Zhang 001; Li Dong 003; Rui Zhang 018; Dezhong Yao 001; Yu Zhang 009; Peng Xu 001 (Comput. Math. Methods Medicine, 2014)

Combining ensemble empirical mode decomposition with spectrum subtraction technique for heart rate monitoring using wrist-type photoplethysmography. - Yangsong Zhang 001; Benyuan Liu; Zhilin Zhang 002 (Biomed. Signal Process. Control., 2015)

Characterizing nonlinear relationships in functional imaging data using eigenspace maximal information canonical correlation analysis (emiCCA). - Li Dong 003; Yangsong Zhang 001; Rui Zhang 018; Xingxing Zhang; Diankun Gong; Pedro A. Valdés-Sosa; Peng Xu 001; Cheng Luo; Dezhong Yao 001 (NeuroImage, 2015)

A Fine-Grained Parallel Intra Prediction for HEVC Based on GPU. - Wenbin Jiang 001; Ye Chi; Hai Jin 001; Xiaofei Liao; Yangsong Zhang 001; Geyan Ye (ICPADS, 2016)

The extension of multivariate synchronization index method for SSVEP-based BCI. - Yangsong Zhang 001; Daqing Guo; Dezhong Yao 001; Peng Xu 001 (Neurocomputing, 2017)

Sparse Bayesian multiway canonical correlation analysis for EEG pattern recognition. - Yu Zhang 009; Guoxu Zhou; Jing Jin 001; Yangsong Zhang 001; Xingyu Wang 004; Andrzej Cichocki (Neurocomputing, 2017)

From social community to spatio-temporal information: A new method for mobile data exploration. - Hongyu Jiang; Yadong Wu; Ye Zhang; Song Wang 010; Yangsong Zhang 001 (J. Vis. Lang. Comput., 2017)

FiLayer: A Novel Fine-Grained Layer-Wise Parallelism Strategy for Deep Neural Networks. - Wenbin Jiang 001; Yangsong Zhang 001; Pai Liu; Geyan Ye; Hai Jin 001 (ICANN (3), 2018)

The Construction of Large-Scale Cortical Networks for P300 From Scalp EEG. - Fali Li; Chanlin Yi; Yuanling Jiang; Yuanyuan Liao; Yajing Si; Dezhong Yao 001; Yangsong Zhang 001; Peng Xu 001 (IEEE Access, 2018)

An Adaptive Calibration Framework for mVEP-Based Brain-Computer Interface. - Teng Ma; Fali Li; Peiyang Li; Dezhong Yao 001; Yangsong Zhang 001; Peng Xu 001 (Comput. Math. Methods Medicine, 2018)

Periodic Visual Stimulation Induces Resting-State Brain Network Reconfiguration. - Daqing Guo; Fengru Guo; Yangsong Zhang 001; Fali Li; Yang Xia; Peng Xu 001; Dezhong Yao 001 (Frontiers Comput. Neurosci., 2018)

Top-Down Disconnectivity in Schizophrenia During P300 Tasks. - Fali Li; Jiuju Wang; Yuanling Jiang; Yajing Si; Wenjing Peng; Limeng Song; Yi Jiang; Yangsong Zhang 001; Wentian Dong; Dezhong Yao 001; Peng Xu 001 (Frontiers Comput. Neurosci., 2018)

Fusing Canonical Coefficients for Frequency Recognition in SSVEP-Based BCI. - Tiejun Liu; Yangsong Zhang 001; Lu Wang; Jianfu Li; Peng Xu 001; Dezhong Yao 001 (IEEE Access, 2019)

The Dynamic Brain Networks of Motor Imagery: Time-Varying Causality Analysis of Scalp EEG. - Fali Li; Wenjing Peng; Yuanling Jiang; Limeng Song; Yuanyuan Liao; Chanlin Yi; Luyan Zhang; Yajing Si; Tao Zhang 017; Fei Wang; Rui Zhang 018; Yin Tian; et al. (Int. J. Neural Syst., 2019)

Heterogeneity of synaptic input connectivity regulates spike-based neuronal avalanches. - Shengdun Wu; Yangsong Zhang 001; Yan Cui 004; Heng Li; Jiakang Wang; Lijun Guo; Yang Xia; Dezhong Yao 001; Peng Xu 001; Daqing Guo (Neural Networks, 2019)

Hierarchical feature fusion framework for frequency recognition in SSVEP-based BCIs. - Yangsong Zhang 001; Erwei Yin; Fali Li; Yu Zhang 009; Daqing Guo; Dezhong Yao 001; Peng Xu 001 (Neural Networks, 2019)

EEG Based Emotion Recognition by Combining Functional Connectivity Network and Local Activations. - Peiyang Li; Huan Liu; Yajing Si; Cunbo Li; Fali Li; Xuyang Zhu; Xiaoye Huang; Ying Zeng; Dezhong Yao 001; Yangsong Zhang 001; Peng Xu 001 (IEEE Trans. Biomed. Eng., 2019)

Robust brain causality network construction based on Bayesian multivariate autoregression. - Peiyang Li; Xiaoye Huang; Xuyang Zhu; Cunbo Li; Huan Liu; Weiwei Zhou; Joyce Chelangat Bore; Tao Zhang 017; Yangsong Zhang 001; Dezhong Yao 001; Peng Xu 001 (Biomed. Signal Process. Control., 2020)

Exploiting potential of deep neural networks by layer-wise fine-grained parallelism. - Wenbin Jiang 001; Yangsong Zhang 001; Pai Liu; Jing Peng; Laurence T. Yang; Geyan Ye; Hai Jin 001 (Future Gener. Comput. Syst., 2020)

Aberrant Connectivity During Pilocarpine-Induced Status Epilepticus. - Yan Cui 004; Jie Liu; Yan Luo; Shan He; Yang Xia; Yangsong Zhang 001; Dezhong Yao 001; Daqing Guo (Int. J. Neural Syst., 2020)

Inter-subject P300 variability relates to the efficiency of brain networks reconfigured from resting- to task-state: Evidence from a simultaneous event-related EEG-fMRI study. - Fali Li; Qin Tao; Wenjing Peng; Tao Zhang 017; Yajing Si; Yangsong Zhang 001; Chanlin Yi; Bharat B. Biswal; Dezhong Yao 001; Peng Xu 001 (NeuroImage, 2020)

Predicting individual decision-making responses based on single-trial EEG. - Yajing Si; Fali Li; Keyi Duan; Qin Tao; Cunbo Li; Zehong Cao; Yangsong Zhang 001; Bharat B. Biswal; Peiyang Li; Dezhong Yao 001; Peng Xu 001 (NeuroImage, 2020)

Deep Learning Models with Time Delay Embedding for EEG-Based Attentive State Classification. - Huan Cai; Min Xia 005; Li Nie; Yihan Wu 005; Yangsong Zhang 001 (ICONIP (6), 2021)

An End-to-End Hemisphere Discrepancy Network for Subject-Independent Motor Imagery Classification. - Li Nie; Huan Cai; Yihan Wu 005; Yangsong Zhang 001 (ICONIP (3), 2021)

The Detection of Attentive Mental State Using a Mixed Neural Network Model. - Huan Cai; Jialiang Tang; Yihan Wu 005; Min Xia 005; Gang He 001; Yangsong Zhang 001 (ISCAS, 2021)

A two-stage 3D CNN based learning method for spontaneous micro-expression recognition. - Sirui Zhao; Hanqing Tao; Yangsong Zhang 001; Tong Xu 001; Kun Zhang 015; Zhongkai Hao; Enhong Chen (Neurocomputing, 2021)

Computational exploration of dynamic mechanisms of steady state visual evoked potentials at the whole brain level. - Ge Zhang; Yan Cui 004; Yangsong Zhang 001; Hefei Cao; Guanyu Zhou; Haifeng Shu; Dezhong Yao 001; Yang Xia; Ke Chen; Daqing Guo (NeuroImage, 2021)

An end-to-end 3D convolutional neural network for decoding attentive mental state. - Yangsong Zhang 001; Huan Cai; Li Nie; Peng Xu 001; Sirui Zhao; Cuntai Guan (Neural Networks, 2021)

Reconfiguration of Brain Network Between Resting State and P300 Task. - Fali Li; Chanlin Yi; Yuanyuan Liao; Yuanling Jiang; Yajing Si; Limeng Song; Tao Zhang 017; Dezhong Yao 001; Yangsong Zhang 001; Zehong Cao; Peng Xu 001 (IEEE Trans. Cogn. Dev. Syst., 2021)

Schizophrenia Detection Based on EEG Using Recurrent Auto-encoder Framework. - Yihan Wu 005; Min Xia 005; Xiuzhu Wang; Yangsong Zhang 001 (ICONIP (2), 2022)

Low Dose CT Image Denoising Using Efficient Transformer with SimpleGate Mechanism. - Lianjin Xiong; Wei Qiu; Ning Li 030; Yishi Li; Yangsong Zhang 001 (ICONIP (3), 2022)

DSNet: EEG-Based Spatial Convolutional Neural Network for Detecting Major Depressive Disorder. - Min Xia 005; Yihan Wu 005; Daqing Guo; Yangsong Zhang 001 (HBAI@IJCAI, 2022)

TransPND: A Transformer Based Pulmonary Nodule Diagnosis Method on CT Image. - Rui Wang; Yangsong Zhang 001; Jiangtao Yang (PRCV (2), 2022)

Simultaneously exploring multi-scale and asymmetric EEG features for emotion recognition. - Yihan Wu 005; Min Xia 005; Li Nie; Yangsong Zhang 001; Andong Fan (Comput. Biol. Medicine, 2022)

ME-PLAN: A deep prototypical learning with local attention network for dynamic micro-expression recognition. - Sirui Zhao; Huaying Tang; Shifeng Liu; Yangsong Zhang 001; Hao Wang 076; Tong Xu 001; Enhong Chen; Cuntai Guan (Neural Networks, 2022)

Segment Anything Model for Semi-supervised Medical Image Segmentation via Selecting Reliable Pseudo-labels. - Ning Li 030; Lianjin Xiong; Wei Qiu; Yudong Pan; Yiqian Luo; Yangsong Zhang 001 (ICONIP (10), 2023)

Aided Diagnosis of Autism Spectrum Disorder Based on a Mixed Neural Network Model. - Yiqian Luo; Ning Li 030; Yudong Pan; Wei Qiu; Lianjin Xiong; Yangsong Zhang 001 (ICONIP (10), 2023)

SSVEP Data Augmentation Based on Filter Band Masking and Random Phase Erasing. - Yudong Pan; Ning Li 030; Lianjin Xiong; Yiqian Luo; Yangsong Zhang 001 (ICONIP (9), 2023)

An End-to-End Deep Learning Model for EEG-Based Major Depressive Disorder Classification. - Min Xia 005; Yangsong Zhang 001; Yihan Wu 005; Xiuzhu Wang (IEEE Access, 2023)

Short-time SSVEP data extension by a novel generative adversarial networks based framework. - Yudong Pan; Ning Li 030; Yangsong Zhang 001 (CoRR, 2023)

A transformer-based deep neural network model for SSVEP classification. - Jianbo Chen; Yangsong Zhang 001; Yudong Pan; Peng Xu 001; Cuntai Guan (Neural Networks, 2023)

AEAU-Net: an unsupervised end-to-end registration network by combining affine transformation and deformable medical image registration. - Wei Qiu; Lianjin Xiong; Ning Li 030; Zhangrong Luo; Yaobin Wang; Yangsong Zhang 001 (Medical Biol. Eng. Comput., 2023)

Correction to: AEAU-Net: An unsupervised end-to-end registration network by combining affine transformation and deformable medical image registration. - Wei Qiu; Lianjin Xiong; Ning Li 030; Zhangrong Luo; Yaobin Wang; Yangsong Zhang 001 (Medical Biol. Eng. Comput., 2023)

Hand Gesture recognition using convolutional neural network and attention mechanism. - Yang Xiao; Peng Xu 001; Chanlin Yi; Yangsong Zhang 001; Yin Tian (SSIP, 2024)

UTR: A UNet-like transformer for efficient unsupervised medical image registration. - Wei Qiu; Lianjin Xiong; Ning Li 030; Yaobin Wang; Yangsong Zhang 001 (Image Vis. Comput., 2024)

Re-UNet: a novel multi-scale reverse U-shape network architecture for low-dose CT image reconstruction. - Lianjin Xiong; Ning Li 030; Wei Qiu; Yiqian Luo; Yishi Li; Yangsong Zhang 001 (Medical Biol. Eng. Comput., 2024)

Constantly optimized mean teacher for semi-supervised 3D MRI image segmentation. - Ning Li 030; Yudong Pan; Wei Qiu; Lianjin Xiong; Yaobin Wang; Yangsong Zhang 001 (Medical Biol. Eng. Comput., 2024)

Effective Emotion Recognition by Learning Discriminative Graph Topologies in EEG Brain Networks. - Cunbo Li; Peiyang Li; Yangsong Zhang 001; Ning Li 030; Yajing Si; Fali Li; Zehong Cao; Huafu Chen; Badong Chen; Dezhong Yao 001; Peng Xu 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Resting-state EEG network variability predicts individual working memory behavior. - Chunli Chen; Shiyun Xu; Jixuan Zhou; Chanlin Yi; Liang Yu; Dezhong Yao 001; Yangsong Zhang 001; Fali Li; Peng Xu 001 (NeuroImage, 2025)

Hierarchical feature extraction on functional brain networks for autism spectrum disorder identification with resting-state fMRI data. - Yiqian Luo; Qiurong Chen; Fali Li; Liang Yi; Peng Xu 001; Yangsong Zhang 001 (Neural Networks, 2025)

Real-time fine finger motion decoding for transradial amputees with surface electromyography. - Zihan Weng; Yang Xiao; Peiyang Li; Chanlin Yi; Pouya Bashivan; Hailin Ma; Guang Yao; Yuan Lin; Fali Li; Dezhong Yao 001; Jingming Hou; Yangsong Zhang 001; et al. (Neural Networks, 2025)

Emotion Recognition by Learning the Manifold of Fused Multiscale Information of EEG Signals. - Cunbo Li; Shuhan Zhang; Yufeng Mu; Lei Yang; Yueheng Peng; Fali Li; Yangsong Zhang 001; Zhen Liang; Zehong Cao; Feng Wan 003; Dezhong Yao 001; Peiyang Li; et al. (IEEE Trans. Affect. Comput., 2025)

SPECTRE: Spectral Pre-training Embeddings with Cylindrical Temporal Rotary Position Encoding for Fine-Grained sEMG-Based Movement Decoding. - Zihan Weng; Chanlin Yi; Pouya Bashivan; Jing Lu 008; Fali Li; Dezhong Yao 001; Jingming Hou; Yangsong Zhang 001; Peng Xu 001 (CoRR, 2025)

Multi-Site rs-fMRI Domain Alignment for Autism Spectrum Disorder Auxiliary Diagnosis Based on Hyperbolic Space. - Yiqian Luo; Qiurong Chen; Fali Li; Peng Xu 001; Yangsong Zhang 001 (IEEE J. Biomed. Health Informatics, 2026)

GAD-YOLO: a gastrointestinal abnormality detection YOLO model with multi-scale channel attention and residual fusion. - Fan Huang; Jinghao Li; Yangsong Zhang 001; Xiaoan Li (Medical Biol. Eng. Comput., 2026)