Yangsong Zhang

58 papers B 1C 1Journal 44Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Multi-Site rs-fMRI Domain Alignment for Autism Spectrum Disorder Auxiliary Diagnosis Based on Hyperbolic Space.
IEEE J. Biomed. Health Informatics
Yiqian Luo, Qiurong Chen, Fali Li, Peng Xu, Yangsong Zhang
2025 J jnl
Emotion Recognition by Learning the Manifold of Fused Multiscale Information of EEG Signals.
IEEE Trans. Affect. Comput.
Cunbo Li, Shuhan Zhang, Yufeng Mu, Lei Yang, Yueheng Peng, Fali Li, Yangsong Zhang, Zhen Liang, Zehong Cao, Feng Wan, Dezhong Yao, Peiyang Li, Peng Xu
2025 J jnl
Hierarchical feature extraction on functional brain networks for autism spectrum disorder identification with resting-state fMRI data.
Neural Networks
Yiqian Luo, Qiurong Chen, Fali Li, Liang Yi, Peng Xu, Yangsong Zhang
2025 J jnl
Real-time fine finger motion decoding for transradial amputees with surface electromyography.
Neural Networks
Zihan Weng, Yang Xiao, Peiyang Li, Chanlin Yi, Pouya Bashivan, Hailin Ma, Guang Yao, Yuan Lin, Fali Li, Dezhong Yao, Jingming Hou, Yangsong Zhang, Peng Xu
2025 J jnl
Resting-state EEG network variability predicts individual working memory behavior.
NeuroImage
Chunli Chen, Shiyun Xu, Jixuan Zhou, Chanlin Yi, Liang Yu, Dezhong Yao, Yangsong Zhang, Fali Li, Peng Xu
2025 J jnl
SPECTRE: Spectral Pre-training Embeddings with Cylindrical Temporal Rotary Position Encoding for Fine-Grained sEMG-Based Movement Decoding.
CoRR
Zihan Weng, Chanlin Yi, Pouya Bashivan, Jing Lu, Fali Li, Dezhong Yao, Jingming Hou, Yangsong Zhang, Peng Xu
2024 J jnl
Constantly optimized mean teacher for semi-supervised 3D MRI image segmentation.
Medical Biol. Eng. Comput.
Ning Li, Yudong Pan, Wei Qiu, Lianjin Xiong, Yaobin Wang, Yangsong Zhang
2024 J jnl
Effective Emotion Recognition by Learning Discriminative Graph Topologies in EEG Brain Networks.
IEEE Trans. Neural Networks Learn. Syst.
Cunbo Li, Peiyang Li, Yangsong Zhang, Ning Li, Yajing Si, Fali Li, Zehong Cao, Huafu Chen, Badong Chen, Dezhong Yao, Peng Xu
2024 — conf
Hand Gesture recognition using convolutional neural network and attention mechanism.
SSIP
Yang Xiao, Peng Xu, Chanlin Yi, Yangsong Zhang, Yin Tian
2024 J jnl
Re-UNet: a novel multi-scale reverse U-shape network architecture for low-dose CT image reconstruction.
Medical Biol. Eng. Comput.
Lianjin Xiong, Ning Li, Wei Qiu, Yiqian Luo, Yishi Li, Yangsong Zhang
2024 J jnl
UTR: A UNet-like transformer for efficient unsupervised medical image registration.
Image Vis. Comput.
Wei Qiu, Lianjin Xiong, Ning Li, Yaobin Wang, Yangsong Zhang
2023 J jnl
A transformer-based deep neural network model for SSVEP classification.
Neural Networks
Jianbo Chen, Yangsong Zhang, Yudong Pan, Peng Xu, Cuntai Guan
2023 J jnl
AEAU-Net: an unsupervised end-to-end registration network by combining affine transformation and deformable medical image registration.
Medical Biol. Eng. Comput.
Wei Qiu, Lianjin Xiong, Ning Li, Zhangrong Luo, Yaobin Wang, Yangsong Zhang
2023 — conf
Aided Diagnosis of Autism Spectrum Disorder Based on a Mixed Neural Network Model.
ICONIP (10)
Yiqian Luo, Ning Li, Yudong Pan, Wei Qiu, Lianjin Xiong, Yangsong Zhang
2023 J jnl
An End-to-End Deep Learning Model for EEG-Based Major Depressive Disorder Classification.
IEEE Access
Min Xia, Yangsong Zhang, Yihan Wu, Xiuzhu Wang
2023 J jnl
Correction to: AEAU-Net: An unsupervised end-to-end registration network by combining affine transformation and deformable medical image registration.
Medical Biol. Eng. Comput.
Wei Qiu, Lianjin Xiong, Ning Li, Zhangrong Luo, Yaobin Wang, Yangsong Zhang
2023 — conf
SSVEP Data Augmentation Based on Filter Band Masking and Random Phase Erasing.
ICONIP (9)
Yudong Pan, Ning Li, Lianjin Xiong, Yiqian Luo, Yangsong Zhang
2023 — conf
Segment Anything Model for Semi-supervised Medical Image Segmentation via Selecting Reliable Pseudo-labels.
ICONIP (10)
Ning Li, Lianjin Xiong, Wei Qiu, Yudong Pan, Yiqian Luo, Yangsong Zhang
2023 J jnl
Short-time SSVEP data extension by a novel generative adversarial networks based framework.
CoRR
Yudong Pan, Ning Li, Yangsong Zhang
2022 J jnl
A Transformer-based deep neural network model for SSVEP classification.
CoRR
Jianbo Chen, Yangsong Zhang, Yudong Pan, Peng Xu, Cuntai Guan
2022 — conf
DSNet: EEG-Based Spatial Convolutional Neural Network for Detecting Major Depressive Disorder.
HBAI@IJCAI
Min Xia, Yihan Wu, Daqing Guo, Yangsong Zhang
2022 — conf
Low Dose CT Image Denoising Using Efficient Transformer with SimpleGate Mechanism.
ICONIP (3)
Lianjin Xiong, Wei Qiu, Ning Li, Yishi Li, Yangsong Zhang
2022 J jnl
ME-PLAN: A deep prototypical learning with local attention network for dynamic micro-expression recognition.
Neural Networks
Sirui Zhao, Huaying Tang, Shifeng Liu, Yangsong Zhang, Hao Wang, Tong Xu, Enhong Chen, Cuntai Guan
2022 — conf
Schizophrenia Detection Based on EEG Using Recurrent Auto-encoder Framework.
ICONIP (2)
Yihan Wu, Min Xia, Xiuzhu Wang, Yangsong Zhang
2022 J jnl
Simultaneously exploring multi-scale and asymmetric EEG features for emotion recognition.
Comput. Biol. Medicine
Yihan Wu, Min Xia, Li Nie, Yangsong Zhang, Andong Fan
2022 — conf
TransPND: A Transformer Based Pulmonary Nodule Diagnosis Method on CT Image.
PRCV (2)
Rui Wang, Yangsong Zhang, Jiangtao Yang
2021 J jnl
A two-stage 3D CNN based learning method for spontaneous micro-expression recognition.
Neurocomputing
Sirui Zhao, Hanqing Tao, Yangsong Zhang, Tong Xu, Kun Zhang, Zhongkai Hao, Enhong Chen
2021 — conf
An End-to-End Hemisphere Discrepancy Network for Subject-Independent Motor Imagery Classification.
ICONIP (3)
Li Nie, Huan Cai, Yihan Wu, Yangsong Zhang
2021 J jnl
An end-to-end 3D convolutional neural network for decoding attentive mental state.
Neural Networks
Yangsong Zhang, Huan Cai, Li Nie, Peng Xu, Sirui Zhao, Cuntai Guan
2021 J jnl
Computational exploration of dynamic mechanisms of steady state visual evoked potentials at the whole brain level.
NeuroImage
Ge Zhang, Yan Cui, Yangsong Zhang, Hefei Cao, Guanyu Zhou, Haifeng Shu, Dezhong Yao, Yang Xia, Ke Chen, Daqing Guo
2021 — conf
Deep Learning Models with Time Delay Embedding for EEG-Based Attentive State Classification.
ICONIP (6)
Huan Cai, Min Xia, Li Nie, Yihan Wu, Yangsong Zhang
2021 J jnl
Reconfiguration of Brain Network Between Resting State and P300 Task.
IEEE Trans. Cogn. Dev. Syst.
Fali Li, Chanlin Yi, Yuanyuan Liao, Yuanling Jiang, Yajing Si, Limeng Song, Tao Zhang, Dezhong Yao, Yangsong Zhang, Zehong Cao, Peng Xu
2021 C conf
The Detection of Attentive Mental State Using a Mixed Neural Network Model.
ISCAS
Huan Cai, Jialiang Tang, Yihan Wu, Min Xia, Gang He, Yangsong Zhang
2020 J jnl
Aberrant Connectivity During Pilocarpine-Induced Status Epilepticus.
Int. J. Neural Syst.
Yan Cui, Jie Liu, Yan Luo, Shan He, Yang Xia, Yangsong Zhang, Dezhong Yao, Daqing Guo
2020 J jnl
Exploiting potential of deep neural networks by layer-wise fine-grained parallelism.
Future Gener. Comput. Syst.
Wenbin Jiang, Yangsong Zhang, Pai Liu, Jing Peng, Laurence T. Yang, Geyan Ye, Hai Jin
2020 J jnl
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.
NeuroImage
Fali Li, Qin Tao, Wenjing Peng, Tao Zhang, Yajing Si, Yangsong Zhang, Chanlin Yi, Bharat B. Biswal, Dezhong Yao, Peng Xu
2020 J jnl
Predicting individual decision-making responses based on single-trial EEG.
NeuroImage
Yajing Si, Fali Li, Keyi Duan, Qin Tao, Cunbo Li, Zehong Cao, Yangsong Zhang, Bharat B. Biswal, Peiyang Li, Dezhong Yao, Peng Xu
2020 J jnl
Robust brain causality network construction based on Bayesian multivariate autoregression.
Biomed. Signal Process. Control.
Peiyang Li, Xiaoye Huang, Xuyang Zhu, Cunbo Li, Huan Liu, Weiwei Zhou, Joyce Chelangat Bore, Tao Zhang, Yangsong Zhang, Dezhong Yao, Peng Xu
2019 J jnl
EEG Based Emotion Recognition by Combining Functional Connectivity Network and Local Activations.
IEEE Trans. Biomed. Eng.
Peiyang Li, Huan Liu, Yajing Si, Cunbo Li, Fali Li, Xuyang Zhu, Xiaoye Huang, Ying Zeng, Dezhong Yao, Yangsong Zhang, Peng Xu
2019 J jnl
Fusing Canonical Coefficients for Frequency Recognition in SSVEP-Based BCI.
IEEE Access
Tiejun Liu, Yangsong Zhang, Lu Wang, Jianfu Li, Peng Xu, Dezhong Yao
2019 J jnl
Heterogeneity of synaptic input connectivity regulates spike-based neuronal avalanches.
Neural Networks
Shengdun Wu, Yangsong Zhang, Yan Cui, Heng Li, Jiakang Wang, Lijun Guo, Yang Xia, Dezhong Yao, Peng Xu, Daqing Guo
2019 J jnl
Hierarchical feature fusion framework for frequency recognition in SSVEP-based BCIs.
Neural Networks
Yangsong Zhang, Erwei Yin, Fali Li, Yu Zhang, Daqing Guo, Dezhong Yao, Peng Xu
2019 J jnl
The Dynamic Brain Networks of Motor Imagery: Time-Varying Causality Analysis of Scalp EEG.
Int. J. Neural Syst.
Fali Li, Wenjing Peng, Yuanling Jiang, Limeng Song, Yuanyuan Liao, Chanlin Yi, Luyan Zhang, Yajing Si, Tao Zhang, Fei Wang, Rui Zhang, Yin Tian, Yangsong Zhang, Dezhong Yao, Peng Xu
2018 J jnl
An Adaptive Calibration Framework for mVEP-Based Brain-Computer Interface.
Comput. Math. Methods Medicine
Teng Ma, Fali Li, Peiyang Li, Dezhong Yao, Yangsong Zhang, Peng Xu
2018 — conf
FiLayer: A Novel Fine-Grained Layer-Wise Parallelism Strategy for Deep Neural Networks.
ICANN (3)
Wenbin Jiang, Yangsong Zhang, Pai Liu, Geyan Ye, Hai Jin
2018 J jnl
Periodic Visual Stimulation Induces Resting-State Brain Network Reconfiguration.
Frontiers Comput. Neurosci.
Daqing Guo, Fengru Guo, Yangsong Zhang, Fali Li, Yang Xia, Peng Xu, Dezhong Yao
2018 J jnl
The Construction of Large-Scale Cortical Networks for P300 From Scalp EEG.
IEEE Access
Fali Li, Chanlin Yi, Yuanling Jiang, Yuanyuan Liao, Yajing Si, Dezhong Yao, Yangsong Zhang, Peng Xu
2018 J jnl
Top-Down Disconnectivity in Schizophrenia During P300 Tasks.
Frontiers Comput. Neurosci.
Fali Li, Jiuju Wang, Yuanling Jiang, Yajing Si, Wenjing Peng, Limeng Song, Yi Jiang, Yangsong Zhang, Wentian Dong, Dezhong Yao, Peng Xu
2017 J jnl
From social community to spatio-temporal information: A new method for mobile data exploration.
J. Vis. Lang. Comput.
Hongyu Jiang, Yadong Wu, Ye Zhang, Song Wang, Yangsong Zhang
2017 J jnl
Sparse Bayesian multiway canonical correlation analysis for EEG pattern recognition.
Neurocomputing
Yu Zhang, Guoxu Zhou, Jing Jin, Yangsong Zhang, Xingyu Wang, Andrzej Cichocki
2017 J jnl
The extension of multivariate synchronization index method for SSVEP-based BCI.
Neurocomputing
Yangsong Zhang, Daqing Guo, Dezhong Yao, Peng Xu
2016 B conf
A Fine-Grained Parallel Intra Prediction for HEVC Based on GPU.
ICPADS
Wenbin Jiang, Ye Chi, Hai Jin, Xiaofei Liao, Yangsong Zhang, Geyan Ye
2015 J jnl
Characterizing nonlinear relationships in functional imaging data using eigenspace maximal information canonical correlation analysis (emiCCA).
NeuroImage
Li Dong, Yangsong Zhang, Rui Zhang, Xingxing Zhang, Diankun Gong, Pedro A. Valdés-Sosa, Peng Xu, Cheng Luo, Dezhong Yao
2015 J jnl
Combining ensemble empirical mode decomposition with spectrum subtraction technique for heart rate monitoring using wrist-type photoplethysmography.
Biomed. Signal Process. Control.
Yangsong Zhang, Benyuan Liu, Zhilin Zhang
2014 J jnl
An Efficient Frequency Recognition Method Based on Likelihood Ratio Test for SSVEP-Based BCI.
Comput. Math. Methods Medicine
Yangsong Zhang, Li Dong, Rui Zhang, Dezhong Yao, Yu Zhang, Peng Xu
2014 J jnl
Using particle swarm to select frequency band and time interval for feature extraction of EEG based BCI.
Biomed. Signal Process. Control.
Peng Xu, Tiejun Liu, Rui Zhang, Yangsong Zhang, Dezhong Yao
2013 J jnl
Local Temporal Correlation Common Spatial Patterns for Single Trial EEG Classification during Motor Imagery.
Comput. Math. Methods Medicine
Rui Zhang, Peng Xu, Tiejun Liu, Yangsong Zhang, Lanjin Guo, Peiyang Li, Dezhong Yao
2013 — conf
SSVEP Responses Reveal the Efficiency of Functional Brain Network Entrained by the Flickering Stimulus.
ICONS
Yangsong Zhang, Peng Xu, Dezhong Yao