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ORCIDYangsong Zhang 0001
Person information
- affiliation: Southwest University of Science and Technology, School of Computer Science and Technology, Laboratory for Brain Science and Artificial Intelligence, Mianyang, China
Other persons with the same name
- Yangsong Zhang 0002
![[0009-0000-5281-9593]](https://dblp.org/img/orcid-mark.12x12.png "0009-0000-5281-9593")
— Mohamed bin Zayed University of Artificial Intelligence (MBZUAI), Abu Dhabi, UAE (and 1 more)
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2020 – today
- 2026
[j41]Yiqian Luo, Qiurong Chen, Fali Li, Peng Xu, Yangsong Zhang:
Multi-Site rs-fMRI Domain Alignment for Autism Spectrum Disorder Auxiliary Diagnosis Based on Hyperbolic Space. IEEE J. Biomed. Health Informatics 30(2): 1230-1243 (2026)- 2025
- [j40]Chunli Chen, Shiyun Xu, Jixuan Zhou, Chanlin Yi, Liang Yu, Dezhong Yao, Yangsong Zhang, Fali Li, Peng Xu:
Resting-state EEG network variability predicts individual working memory behavior. NeuroImage 310: 121120 (2025) - [j39]Yiqian Luo, Qiurong Chen, Fali Li, Liang Yi, Peng Xu, Yangsong Zhang:
Hierarchical feature extraction on functional brain networks for autism spectrum disorder identification with resting-state fMRI data. Neural Networks 188: 107450 (2025) - [j38]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:
Real-time fine finger motion decoding for transradial amputees with surface electromyography. Neural Networks 190: 107605 (2025) - [j37]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:
Emotion Recognition by Learning the Manifold of Fused Multiscale Information of EEG Signals. IEEE Trans. Affect. Comput. 16(3): 2172-2188 (2025) - [i3]Zihan Weng, Chanlin Yi, Pouya Bashivan, Jing Lu, Fali Li, Dezhong Yao, Jingming Hou, Yangsong Zhang, Peng Xu:
SPECTRE: Spectral Pre-training Embeddings with Cylindrical Temporal Rotary Position Encoding for Fine-Grained sEMG-Based Movement Decoding. CoRR abs/2512.22481 (2025) - 2024
- [j36]Wei Qiu, Lianjin Xiong, Ning Li, Yaobin Wang, Yangsong Zhang:
UTR: A UNet-like transformer for efficient unsupervised medical image registration. Image Vis. Comput. 150: 105209 (2024) - [j35]Lianjin Xiong, Ning Li, Wei Qiu, Yiqian Luo, Yishi Li, Yangsong Zhang:
Re-UNet: a novel multi-scale reverse U-shape network architecture for low-dose CT image reconstruction. Medical Biol. Eng. Comput. 62(3): 701-712 (2024) - [j34]Ning Li, Yudong Pan, Wei Qiu, Lianjin Xiong, Yaobin Wang, Yangsong Zhang:
Constantly optimized mean teacher for semi-supervised 3D MRI image segmentation. Medical Biol. Eng. Comput. 62(7): 2231-2245 (2024) - [j33]Cunbo Li, Peiyang Li, Yangsong Zhang, Ning Li, Yajing Si, Fali Li, Zehong Cao, Huafu Chen, Badong Chen, Dezhong Yao, Peng Xu:
Effective Emotion Recognition by Learning Discriminative Graph Topologies in EEG Brain Networks. IEEE Trans. Neural Networks Learn. Syst. 35(8): 10258-10272 (2024) - [c14]Yang Xiao, Peng Xu, Chanlin Yi, Yangsong Zhang, Yin Tian:
Hand Gesture recognition using convolutional neural network and attention mechanism. SSIP 2024: 109-114 - 2023
- [j32]Min Xia, Yangsong Zhang, Yihan Wu, Xiuzhu Wang:
An End-to-End Deep Learning Model for EEG-Based Major Depressive Disorder Classification. IEEE Access 11: 41337-41347 (2023) - [j31]Wei Qiu, Lianjin Xiong, Ning Li, Zhangrong Luo, Yaobin Wang, Yangsong Zhang:
AEAU-Net: an unsupervised end-to-end registration network by combining affine transformation and deformable medical image registration. Medical Biol. Eng. Comput. 61(11): 2859-2873 (2023) - [j30]Wei Qiu, Lianjin Xiong, Ning Li, Zhangrong Luo, Yaobin Wang, Yangsong Zhang:
Correction to: AEAU-Net: An unsupervised end-to-end registration network by combining affine transformation and deformable medical image registration. Medical Biol. Eng. Comput. 61(11): 2875 (2023) - [j29]Jianbo Chen, Yangsong Zhang, Yudong Pan, Peng Xu, Cuntai Guan:
A transformer-based deep neural network model for SSVEP classification. Neural Networks 164: 521-534 (2023) - [c13]Ning Li, Lianjin Xiong, Wei Qiu, Yudong Pan, Yiqian Luo, Yangsong Zhang:
Segment Anything Model for Semi-supervised Medical Image Segmentation via Selecting Reliable Pseudo-labels. ICONIP (10) 2023: 138-149 - [c12]Yiqian Luo, Ning Li, Yudong Pan, Wei Qiu, Lianjin Xiong, Yangsong Zhang:
Aided Diagnosis of Autism Spectrum Disorder Based on a Mixed Neural Network Model. ICONIP (10) 2023: 150-161 - [c11]Yudong Pan, Ning Li, Lianjin Xiong, Yiqian Luo, Yangsong Zhang:
SSVEP Data Augmentation Based on Filter Band Masking and Random Phase Erasing. ICONIP (9) 2023: 483-493 - [i2]Yudong Pan, Ning Li, Yangsong Zhang:
Short-time SSVEP data extension by a novel generative adversarial networks based framework. CoRR abs/2301.05599 (2023) - 2022
- [j28]Yihan Wu, Min Xia, Li Nie, Yangsong Zhang, Andong Fan:
Simultaneously exploring multi-scale and asymmetric EEG features for emotion recognition. Comput. Biol. Medicine 149: 106002 (2022) - [j27]Sirui Zhao, Huaying Tang, Shifeng Liu, Yangsong Zhang, Hao Wang, Tong Xu, Enhong Chen, Cuntai Guan:
ME-PLAN: A deep prototypical learning with local attention network for dynamic micro-expression recognition. Neural Networks 153: 427-443 (2022) - [c10]Yihan Wu, Min Xia, Xiuzhu Wang, Yangsong Zhang:
Schizophrenia Detection Based on EEG Using Recurrent Auto-encoder Framework. ICONIP (2) 2022: 62-73 - [c9]Lianjin Xiong, Wei Qiu, Ning Li, Yishi Li, Yangsong Zhang:
Low Dose CT Image Denoising Using Efficient Transformer with SimpleGate Mechanism. ICONIP (3) 2022: 556-566 - [c8]Min Xia, Yihan Wu, Daqing Guo, Yangsong Zhang:
DSNet: EEG-Based Spatial Convolutional Neural Network for Detecting Major Depressive Disorder. HBAI@IJCAI 2022: 50-59 - [c7]Rui Wang, Yangsong Zhang, Jiangtao Yang:
TransPND: A Transformer Based Pulmonary Nodule Diagnosis Method on CT Image. PRCV (2) 2022: 348-360 - [i1]Jianbo Chen, Yangsong Zhang, Yudong Pan, Peng Xu, Cuntai Guan:
A Transformer-based deep neural network model for SSVEP classification. CoRR abs/2210.04172 (2022) - 2021
- [j26]Sirui Zhao, Hanqing Tao, Yangsong Zhang, Tong Xu, Kun Zhang, Zhongkai Hao, Enhong Chen:
A two-stage 3D CNN based learning method for spontaneous micro-expression recognition. Neurocomputing 448: 276-289 (2021) - [j25]Ge Zhang, Yan Cui, Yangsong Zhang, Hefei Cao, Guanyu Zhou, Haifeng Shu, Dezhong Yao, Yang Xia, Ke Chen, Daqing Guo:
Computational exploration of dynamic mechanisms of steady state visual evoked potentials at the whole brain level. NeuroImage 237: 118166 (2021) - [j24]Yangsong Zhang, Huan Cai, Li Nie, Peng Xu, Sirui Zhao, Cuntai Guan:
An end-to-end 3D convolutional neural network for decoding attentive mental state. Neural Networks 144: 129-137 (2021) - [j23]Fali Li, Chanlin Yi, Yuanyuan Liao, Yuanling Jiang, Yajing Si, Limeng Song, Tao Zhang, Dezhong Yao, Yangsong Zhang, Zehong Cao, Peng Xu:
Reconfiguration of Brain Network Between Resting State and P300 Task. IEEE Trans. Cogn. Dev. Syst. 13(2): 383-390 (2021) - [c6]Huan Cai, Min Xia, Li Nie, Yihan Wu, Yangsong Zhang:
Deep Learning Models with Time Delay Embedding for EEG-Based Attentive State Classification. ICONIP (6) 2021: 307-314 - [c5]Li Nie, Huan Cai, Yihan Wu, Yangsong Zhang:
An End-to-End Hemisphere Discrepancy Network for Subject-Independent Motor Imagery Classification. ICONIP (3) 2021: 323-333 - [c4]Huan Cai, Jialiang Tang, Yihan Wu, Min Xia, Gang He, Yangsong Zhang:
The Detection of Attentive Mental State Using a Mixed Neural Network Model. ISCAS 2021: 1-5 - 2020
- [j22]Peiyang Li, Xiaoye Huang, Xuyang Zhu, Cunbo Li, Huan Liu, Weiwei Zhou, Joyce Chelangat Bore, Tao Zhang, Yangsong Zhang, Dezhong Yao, Peng Xu:
Robust brain causality network construction based on Bayesian multivariate autoregression. Biomed. Signal Process. Control. 58: 101864 (2020) - [j21]Wenbin Jiang, Yangsong Zhang, Pai Liu, Jing Peng, Laurence T. Yang, Geyan Ye, Hai Jin:
Exploiting potential of deep neural networks by layer-wise fine-grained parallelism. Future Gener. Comput. Syst. 102: 210-221 (2020) - [j20]Yan Cui, Jie Liu, Yan Luo, Shan He, Yang Xia, Yangsong Zhang, Dezhong Yao, Daqing Guo:
Aberrant Connectivity During Pilocarpine-Induced Status Epilepticus. Int. J. Neural Syst. 30(5): 1950029:1-1950029:16 (2020) - [j19]Fali Li, Qin Tao, Wenjing Peng, Tao Zhang, Yajing Si, Yangsong Zhang, Chanlin Yi, Bharat B. Biswal, Dezhong Yao, Peng Xu:
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 205 (2020) - [j18]Yajing Si, Fali Li, Keyi Duan, Qin Tao, Cunbo Li, Zehong Cao, Yangsong Zhang, Bharat B. Biswal, Peiyang Li, Dezhong Yao, Peng Xu:
Predicting individual decision-making responses based on single-trial EEG. NeuroImage 206 (2020)
2010 – 2019
- 2019
- [j17]Tiejun Liu, Yangsong Zhang, Lu Wang, Jianfu Li, Peng Xu, Dezhong Yao:
Fusing Canonical Coefficients for Frequency Recognition in SSVEP-Based BCI. IEEE Access 7: 52467-52472 (2019) - [j16]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:
The Dynamic Brain Networks of Motor Imagery: Time-Varying Causality Analysis of Scalp EEG. Int. J. Neural Syst. 29(1): 1850016:1-1850016:16 (2019) - [j15]Shengdun Wu, Yangsong Zhang, Yan Cui, Heng Li, Jiakang Wang, Lijun Guo, Yang Xia, Dezhong Yao, Peng Xu, Daqing Guo:
Heterogeneity of synaptic input connectivity regulates spike-based neuronal avalanches. Neural Networks 110: 91-103 (2019) - [j14]Yangsong Zhang, Erwei Yin, Fali Li, Yu Zhang, Daqing Guo, Dezhong Yao, Peng Xu:
Hierarchical feature fusion framework for frequency recognition in SSVEP-based BCIs. Neural Networks 119: 1-9 (2019) - [j13]Peiyang Li, Huan Liu, Yajing Si, Cunbo Li, Fali Li, Xuyang Zhu, Xiaoye Huang, Ying Zeng, Dezhong Yao, Yangsong Zhang, Peng Xu:
EEG Based Emotion Recognition by Combining Functional Connectivity Network and Local Activations. IEEE Trans. Biomed. Eng. 66(10): 2869-2881 (2019) - 2018
- [j12]Fali Li, Chanlin Yi, Yuanling Jiang, Yuanyuan Liao, Yajing Si, Dezhong Yao, Yangsong Zhang, Peng Xu:
The Construction of Large-Scale Cortical Networks for P300 From Scalp EEG. IEEE Access 6: 68498-68506 (2018) - [j11]Teng Ma, Fali Li, Peiyang Li, Dezhong Yao, Yangsong Zhang, Peng Xu:
An Adaptive Calibration Framework for mVEP-Based Brain-Computer Interface. Comput. Math. Methods Medicine 2018: 9476432:1-9476432:14 (2018) - [j10]Daqing Guo, Fengru Guo, Yangsong Zhang, Fali Li, Yang Xia, Peng Xu, Dezhong Yao:
Periodic Visual Stimulation Induces Resting-State Brain Network Reconfiguration. Frontiers Comput. Neurosci. 12: 21 (2018) - [j9]Fali Li, Jiuju Wang, Yuanling Jiang, Yajing Si, Wenjing Peng, Limeng Song, Yi Jiang, Yangsong Zhang, Wentian Dong, Dezhong Yao, Peng Xu:
Top-Down Disconnectivity in Schizophrenia During P300 Tasks. Frontiers Comput. Neurosci. 12: 33 (2018) - [c3]Wenbin Jiang, Yangsong Zhang, Pai Liu, Geyan Ye, Hai Jin:
FiLayer: A Novel Fine-Grained Layer-Wise Parallelism Strategy for Deep Neural Networks. ICANN (3) 2018: 321-330 - 2017
- [j8]Yu Zhang, Guoxu Zhou, Jing Jin, Yangsong Zhang, Xingyu Wang, Andrzej Cichocki:
Sparse Bayesian multiway canonical correlation analysis for EEG pattern recognition. Neurocomputing 225: 103-110 (2017) - [j7]Yangsong Zhang, Daqing Guo, Dezhong Yao, Peng Xu:
The extension of multivariate synchronization index method for SSVEP-based BCI. Neurocomputing 269: 226-231 (2017) - [j6]Hongyu Jiang, Yadong Wu, Ye Zhang, Song Wang, Yangsong Zhang:
From social community to spatio-temporal information: A new method for mobile data exploration. J. Vis. Lang. Comput. 41: 1-9 (2017) - 2016
- [c2]Wenbin Jiang, Ye Chi, Hai Jin, Xiaofei Liao, Yangsong Zhang, Geyan Ye:
A Fine-Grained Parallel Intra Prediction for HEVC Based on GPU. ICPADS 2016: 778-784 - 2015
- [j5]Yangsong Zhang, Benyuan Liu, Zhilin Zhang:
Combining ensemble empirical mode decomposition with spectrum subtraction technique for heart rate monitoring using wrist-type photoplethysmography. Biomed. Signal Process. Control. 21: 119-125 (2015) - [j4]Li Dong, Yangsong Zhang, Rui Zhang, Xingxing Zhang, Diankun Gong, Pedro A. Valdés-Sosa, Peng Xu, Cheng Luo, Dezhong Yao:
Characterizing nonlinear relationships in functional imaging data using eigenspace maximal information canonical correlation analysis (emiCCA). NeuroImage 109: 388-401 (2015) - 2014
- [j3]Peng Xu, Tiejun Liu, Rui Zhang, Yangsong Zhang, Dezhong Yao:
Using particle swarm to select frequency band and time interval for feature extraction of EEG based BCI. Biomed. Signal Process. Control. 10: 289-295 (2014) - [j2]Yangsong Zhang, Li Dong, Rui Zhang, Dezhong Yao, Yu Zhang, Peng Xu:
An Efficient Frequency Recognition Method Based on Likelihood Ratio Test for SSVEP-Based BCI. Comput. Math. Methods Medicine 2014: 908719:1-908719:7 (2014) - 2013
- [j1]Rui Zhang, Peng Xu, Tiejun Liu, Yangsong Zhang, Lanjin Guo, Peiyang Li, Dezhong Yao:
Local Temporal Correlation Common Spatial Patterns for Single Trial EEG Classification during Motor Imagery. Comput. Math. Methods Medicine 2013: 591216:1-591216:7 (2013) - [c1]Yangsong Zhang, Peng Xu, Dezhong Yao:
SSVEP Responses Reveal the Efficiency of Functional Brain Network Entrained by the Flickering Stimulus. ICONS 2013: 619-623
Coauthor Index
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