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Yang Li
ORCID
Publication Activity (10 Years)
Years Active: 2010-2024
Publications (10 Years): 42
Top Topics
Feature Fusion
Top Venues
IEEE Trans. Medical Imaging
MLMI@MICCAI
Neurocomputing
Neuroinformatics
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Publications
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Jie Luo
,
Weigang Cui
,
Song Xu
,
Lina Wang
,
Xiao Li
,
Xiaofeng Liao
,
Yang Li
A Dual-Branch Spatio-Temporal-Spectral Transformer Feature Fusion Network for EEG-Based Visual Recognition.
IEEE Trans. Ind. Informatics
20 (2) (2024)
Jingyu Liu
,
Weigang Cui
,
Yipeng Chen
,
Yulan Ma
,
Qunxi Dong
,
Ran Cai
,
Yang Li
,
Bin Hu
Deep Fusion of Multi-Template Using Spatio-Temporal Weighted Multi-Hypergraph Convolutional Networks for Brain Disease Analysis.
IEEE Trans. Medical Imaging
43 (2) (2024)
Xiaodan Xing
,
Javier Del Ser
,
Yinzhe Wu
,
Yang Li
,
Jun Xia
,
Lei Xu
,
David N. Firmin
,
Peter Gatehouse
,
Guang Yang
HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac Analysis.
IEEE J. Biomed. Health Informatics
27 (10) (2023)
Jie Luo
,
Weigang Cui
,
Jingyu Liu
,
Yang Li
,
Yuzhu Guo
,
Song Xu
,
Lina Wang
Visual Image Decoding of Brain Activities Using a Dual Attention Hierarchical Latent Generative Network With Multiscale Feature Fusion.
IEEE Trans. Cogn. Dev. Syst.
15 (2) (2023)
Wei-Gang Cui
,
Junling Du
,
Mingyi Sun
,
Shimao Zhu
,
Shijie Zhao
,
Ziwen Peng
,
Li Tan
,
Yang Li
Dynamic multi-site graph convolutional network for autism spectrum disorder identification.
Comput. Biol. Medicine
157 (2023)
Mingyi Sun
,
Weigang Cui
,
Yue Zhang
,
Shuyue Yu
,
Xiaofeng Liao
,
Bin Hu
,
Yang Li
Attention-Rectified and Texture-Enhanced Cross-Attention Transformer Feature Fusion Network for Facial Expression Recognition.
IEEE Trans. Ind. Informatics
19 (12) (2023)
Yang Li
,
Yue Zhang
,
Jingyu Liu
,
Kang Wang
,
Kai Zhang
,
Gen-Sheng Zhang
,
Xiaofeng Liao
,
Guang Yang
Global Transformer and Dual Local Attention Network via Deep-Shallow Hierarchical Feature Fusion for Retinal Vessel Segmentation.
IEEE Trans. Cybern.
53 (9) (2023)
Yang Li
,
Yu Liu
,
Yuzhu Guo
,
Xiaofeng Liao
,
Bin Hu
,
Tao Yu
Spatio-Temporal-Spectral Hierarchical Graph Convolutional Network With Semisupervised Active Learning for Patient-Specific Seizure Prediction.
IEEE Trans. Cybern.
52 (11) (2022)
Yang Li
,
Jingyu Liu
,
Yiqiao Jiang
,
Yu Liu
,
Baiying Lei
Virtual Adversarial Training-Based Deep Feature Aggregation Network From Dynamic Effective Connectivity for MCI Identification.
IEEE Trans. Medical Imaging
41 (1) (2022)
Yang Li
,
Yue Zhang
,
Wei-Gang Cui
,
Baiying Lei
,
Xihe Kuang
,
Teng Zhang
Dual Encoder-Based Dynamic-Channel Graph Convolutional Network With Edge Enhancement for Retinal Vessel Segmentation.
IEEE Trans. Medical Imaging
41 (8) (2022)
Mingyi Sun
,
Wei-Gang Cui
,
Shuyue Yu
,
Hongbin Han
,
Bin Hu
,
Yang Li
A Dual-Branch Dynamic Graph Convolution Based Adaptive TransFormer Feature Fusion Network for EEG Emotion Recognition.
IEEE Trans. Affect. Comput.
13 (4) (2022)
Yang Li
,
Jingyu Liu
,
Zhenyu Tang
,
Baiying Lei
Deep Spatial-Temporal Feature Fusion From Adaptive Dynamic Functional Connectivity for MCI Identification.
IEEE Trans. Medical Imaging
39 (9) (2020)
Yang Li
,
Jing-Bo Zhang
,
Wei-Gang Cui
,
Heng Yuan
,
Hua-Liang Wei
A Multiple Beta Wavelet-Based Locally Regularized Ultraorthogonal Forward Regression Algorithm for Time-Varying System Identification With Applications to EEG.
IEEE Trans. Instrum. Meas.
69 (3) (2020)
Yang Li
,
Jingyu Liu
,
Zi-Wen Peng
,
Can Sheng
,
Minjeong Kim
,
Pew-Thian Yap
,
Chong-Yaw Wee
,
Dinggang Shen
Fusion of ULS Group Constrained High- and Low-Order Sparse Functional Connectivity Networks for MCI Classification.
Neuroinformatics
18 (1) (2020)
Liu Li
,
Mai Xu
,
Hanruo Liu
,
Yang Li
,
Xiaofei Wang
,
Lai Jiang
,
Zulin Wang
,
Xiang Fan
,
Ningli Wang
A Large-Scale Database and a CNN Model for Attention-Based Glaucoma Detection.
IEEE Trans. Medical Imaging
39 (2) (2020)
Zhenyu Tang
,
Xianli Liu
,
Yang Li
,
Pew-Thian Yap
,
Dinggang Shen
Multi-Atlas Brain Parcellation Using Squeeze-and-Excitation Fully Convolutional Networks.
IEEE Trans. Image Process.
29 (2020)
Yang Li
,
Hao Yang
,
Baiying Lei
,
Jingyu Liu
,
Chong-Yaw Wee
Novel Effective Connectivity Inference Using Ultra-Group Constrained Orthogonal Forward Regression and Elastic Multilayer Perceptron Classifier for MCI Identification.
IEEE Trans. Medical Imaging
38 (5) (2019)
Yuzhu Guo
,
Lipeng Wang
,
Yang Li
,
Jingjing Luo
,
Kailiang Wang
,
S. A. Billings
,
Lingzhong Guo
Neural activity inspired asymmetric basis function TV-NARX model for the identification of time-varying dynamic systems.
Neurocomputing
357 (2019)
Yang Li
,
Wei-Gang Cui
,
Hui Huang
,
Yuzhu Guo
,
Ke Li
,
Tao Tan
Epileptic seizure detection in EEG signals using sparse multiscale radial basis function networks and the Fisher vector approach.
Knowl. Based Syst.
164 (2019)
Yang Li
,
Meng-Ying Lei
,
Wei-Gang Cui
,
Yuzhu Guo
,
Hua-Liang Wei
A Parametric Time-Frequency Conditional Granger Causality Method Using Ultra-Regularized Orthogonal Least Squares and Multiwavelets for Dynamic Connectivity Analysis in EEGs.
IEEE Trans. Biomed. Eng.
66 (12) (2019)
Yang Li
,
Jingyu Liu
,
Xinqiang Gao
,
Biao Jie
,
Minjeong Kim
,
Pew-Thian Yap
,
Chong-Yaw Wee
,
Dinggang Shen
Multimodal hyper-connectivity of functional networks using functionally-weighted LASSO for MCI classification.
Medical Image Anal.
52 (2019)
Yiqiao Jiang
,
Huifang Huang
,
Jingyu Liu
,
Chong-Yaw Wee
,
Yang Li
Adaptive Functional Connectivity Network Using Parallel Hierarchical BiLSTM for MCI Diagnosis.
MLMI@MICCAI
(2019)
Yang Li
,
Wei-Gang Cui
,
Yuzhu Guo
,
Tingwen Huang
,
Xiao-Feng Yang
,
Hua-Liang Wei
Time-Varying System Identification Using an Ultra-Orthogonal Forward Regression and Multiwavelet Basis Functions With Applications to EEG.
IEEE Trans. Neural Networks Learn. Syst.
29 (7) (2018)
Ming Li
,
Haiju Fan
,
Yong Xiang
,
Yang Li
,
Yushu Zhang
Cryptanalysis and Improvement of a Chaotic Image Encryption by First-Order Time-Delay System.
IEEE Multim.
25 (3) (2018)
Yang Li
,
Meng-Ying Lei
,
Xianrui Zhang
,
Wei-Gang Cui
,
Yuzhu Guo
,
Tingwen Huang
,
Hua-Liang Wei
Boosted Convolutional Neural Networks for Motor Imagery EEG Decoding with Multiwavelet-based Time-Frequency Conditional Granger Causality Analysis.
CoRR
(2018)
Yang Li
,
Meng-Ying Lei
,
Yuzhu Guo
,
Zhongyi Hu
,
Hua-Liang Wei
Time-Varying Nonlinear Causality Detection Using Regularized Orthogonal Least Squares and Multi-Wavelets With Applications to EEG.
IEEE Access
6 (2018)
Ming Li
,
Yuzhu Guo
,
Jie Huang
,
Yang Li
Cryptanalysis of a chaotic image encryption scheme based on permutation-diffusion structure.
Signal Process. Image Commun.
62 (2018)
Ming Li
,
Haiju Fan
,
Hua Ren
,
Dandan Lu
,
Di Xiao
,
Yang Li
Meaningful Image Encryption Based on Reversible Data Hiding in Compressive Sensing Domain.
Secur. Commun. Networks
2018 (2018)
Xianrui Zhang
,
Meng-Ying Lei
,
Yang Li
An amplitudes-perturbation data augmentation method in convolutional neural networks for EEG decoding.
CoRR
(2018)
Yang Li
,
Jingyu Liu
,
Jie Huang
,
Zuoyong Li
,
Peipeng Liang
Learning Brain Connectivity Sub-networks by Group- Constrained Sparse Inverse Covariance Estimation for Alzheimer's Disease Classification.
Frontiers Neuroinformatics
12 (2018)
Yang Li
,
Xu-Dong Wang
,
Mei-Lin Luo
,
Ke Li
,
Xiao-Feng Yang
,
Qi Guo
Epileptic Seizure Classification of EEGs Using Time-Frequency Analysis Based Multiscale Radial Basis Functions.
IEEE J. Biomed. Health Informatics
22 (2) (2018)
Ke Li
,
Yalei Wu
,
Yu Nan
,
Pengfei Li
,
Yang Li
Hierarchical multi-class classification in multimodal spacecraft data using DNN and weighted support vector machine.
Neurocomputing
259 (2017)
Yang Li
,
Wei-Gang Cui
,
Mei-Lin Luo
,
Ke Li
,
Lina Wang
High-resolution time-frequency representation of EEG data using multi-scale wavelets.
Int. J. Syst. Sci.
48 (12) (2017)
Ming Li
,
Yang Li
Histogram shifting in encrypted images with public key cryptosystem for reversible data hiding.
Signal Process.
130 (2017)
Yang Li
,
Jingyu Liu
,
Mei-Lin Luo
,
Ke Li
,
Pew-Thian Yap
,
Minjeong Kim
,
Chong-Yaw Wee
,
Dinggang Shen
Structural Connectivity Guided Sparse Effective Connectivity for MCI Identification.
MLMI@MICCAI
(2017)
Song Xu
,
Yang Li
,
Tingwen Huang
,
Rosa H. M. Chan
A Sparse Multiwavelet-Based Generalized Laguerre-Volterra Model for Identifying Time-Varying Neural Dynamics from Spiking Activities.
Entropy
19 (8) (2017)
Yang Li
,
Xinqiang Gao
,
Biao Jie
,
Pew-Thian Yap
,
Minjeong Kim
,
Chong-Yaw Wee
,
Dinggang Shen
Multimodal Hyper-connectivity Networks for MCI Classification.
MICCAI (1)
(2017)
Yang Li
,
Jingyu Liu
,
Ke Li
,
Pew-Thian Yap
,
Minjeong Kim
,
Chong-Yaw Wee
,
Dinggang Shen
Fusion of High-Order and Low-Order Effective Connectivity Networks for MCI Classification.
MLMI@MICCAI
(2017)
Lina Wang
,
Weining Xue
,
Yang Li
,
Mei-Lin Luo
,
Jie Huang
,
Wei-Gang Cui
,
Chao Huang
Automatic Epileptic Seizure Detection in EEG Signals Using Multi-Domain Feature Extraction and Nonlinear Analysis.
Entropy
19 (6) (2017)
Yang Li
,
Hao Yang
,
Ke Li
,
Pew-Thian Yap
,
Minjeong Kim
,
Chong-Yaw Wee
,
Dinggang Shen
Novel Effective Connectivity Network Inference for MCI Identification.
MLMI@MICCAI
(2017)
Yang Li
,
Mei-Lin Luo
,
Ke Li
A multiwavelet-based time-varying model identification approach for time-frequency analysis of EEG signals.
Neurocomputing
193 (2016)
Yang Li
,
Hua-Liang Wei
,
Stephen A. Billings
,
Ptolemaios G. Sarrigiannis
Identification of nonlinear time-varying systems using an online sliding-window and common model structure selection (CMSS) approach with applications to EEG.
Int. J. Syst. Sci.
47 (11) (2016)
Si-Rui Tan
,
Yang Li
,
Ke Li
A Novel Time-Frequency Analysis Approach for Nonstationary Time Series Using Multiresolution Wavelet.
ICDM Workshops
(2014)
Yang Li
,
Chong-Yaw Wee
,
Biao Jie
,
Zi-Wen Peng
,
Dinggang Shen
Sparse Multivariate Autoregressive Modeling for Mild Cognitive Impairment Classification.
Neuroinformatics
12 (3) (2014)
Chong-Yaw Wee
,
Yang Li
,
Biao Jie
,
Zi-Wen Peng
,
Dinggang Shen
Identification of MCI Using Optimal Sparse MAR Modeled Effective Connectivity Networks.
MICCAI (2)
(2013)
Luping Zhou
,
Yaping Wang
,
Yang Li
,
Pew-Thian Yap
,
Dinggang Shen
Hierarchical anatomical brain networks for MCI prediction by partial least square analysis.
CVPR
(2011)
Gang Li
,
Yang Li
,
Yaping Wang
,
Dinggang Shen
Consistent sulcal parcellation of longitudinal cortical surfaces.
ISBI
(2011)
Yang Li
,
Yaping Wang
,
Zhong Xue
,
Feng Shi
,
Weili Lin
,
Dinggang Shen
The Alzheimer's Disease Neuroimaging Initiative: Consistent 4D Cortical Thickness Measurement for Longitudinal Neuroimaging Study.
MICCAI (2)
(2010)