Xia Wu

81 papers A* 1A 1B 2Misc 3Journal 55Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
BDR-GCL: Toward imagined speech decoding in naturalistic BCI systems via brain dynamics representation enhanced graph contrastive learning.
Expert Syst. Appl.
Yifan Niu, Ziyu Li, Li Yao, Xia Wu
2026 J jnl
Decoding the brain via multi-view brain topology contrastive learning.
Pattern Recognit.
Ziyu Li, Zhiyuan Zhu, Qing Li, Xia Wu
2026 J jnl
Graph pre-trained framework with spatio-temporal importance masking and fine-grained optimizing for neural decoding.
Pattern Recognit.
Ziyu Li, Zhiyuan Zhu, Qing Li, Xia Wu
2026 J jnl
Hands-Free Mobility Control: A Low-Latency Asynchronous MI-BCI System for Real-Time Robotic Navigation With Cognitive-Ergonomic Enhancement.
IEEE Trans. Hum. Mach. Syst.
Qing Li, Qi Huang, Wei Jiang, Zexi Song, Xia Wu
2026 J jnl
TFANet: A Time-Frequency Aware Network With Joint Entropy Coding for High-Ratio EEG Compression.
IEEE Trans. Biomed. Eng.
Xiangcun Wang, Xi Wu, Yuan Li, Xia Wu, Jiacai Zhang
2025 J jnl
A Brain-Inspired Harmonized Learning With Concurrent Arbitration for Enhancing Motion Planning in Fuzzy Environments.
IEEE Trans. Fuzzy Syst.
Tianyuan Jia, Chaoqiong Fan, Qing Li, Ziyu Li, Li Yao, Xia Wu
2025 J jnl
Brain Inspired Adaptive Memory Dual-Net for Few-Shot Image Classification.
CoRR
Kexin Di, Xiuxing Li, Yuyang Han, Ziyu Li, Qing Li, Xia Wu
2025 A conf
BrainX: A Universal Brain Decoding Framework with Feature Disentanglement and Neuro-Geometric Representation Learning.
CIKM
Zheng Cui, Dong Nie, Pengcheng Xue, Xia Wu, Daoqiang Zhang, Xuyun Wen
2025 J jnl
BrainyHGNN: Brain-Inspired Memory Retrieval and Cross-Modal Interaction for Emotion Recognition in Conversations.
IEEE Trans. Circuits Syst. Video Technol.
Qixin Wang, Ziyu Li, Xiuxing Li, Tianyuan Jia, Qing Li, Li Yao, Xia Wu
2025 J jnl
BrainyMP: Enhancing Motion Planning Using Graph Neural Network Inspired by Brain Spatial Relational Memory.
IEEE Trans. Intell. Transp. Syst.
Tianyuan Jia, Ziyu Li, Qing Li, Xiuxing Li, Xia Wu
2025 J jnl
Cross-Scenario Vigilance Detection Based on EEG Analysis for Safety Driving in Autonomous.
IEEE Trans. Intell. Transp. Syst.
Dingcheng Gao, Xiaoming Tao, Xia Wu, Bing Du, Yanjun Qin, Jianhua Lu
2025 J jnl
Disentangle the group and individual components of functional connectome with autoencoders.
Neural Networks
Zhaodi Pei, Zhiyuan Zhu, Zonglei Zhen, Xia Wu
2025 J jnl
Embedded multi-label feature selection via orthogonal regression.
Pattern Recognit.
Xueyuan Xu, Fulin Wei, Tianze Yu, Jinxin Lu, Aomei Liu, Li Zhuo, Feiping Nie, Xia Wu
2025 J jnl
Positive Edge-Consensus of Uncertain Fractional-Order Networked Systems.
IEEE Trans Autom. Sci. Eng.
Yanyan Ye, Yanfang Rong, Yong Wang, Xia Wu, Housheng Su
2025 J jnl
Toward Balance Adaptive Weighted Ensemble Clustering.
IEEE Trans. Circuits Syst. Video Technol.
Runxin Zhang, Xia Wu, Huimin Chen, Guanxiong He, Zheng Wang, Rong Wang, Feiping Nie
2024 J jnl
An Overview of Brain Fingerprint Identification Based on Various Neuroimaging Technologies.
IEEE Trans. Cogn. Dev. Syst.
Shihao Zhang, Wenting Yang, Haonan Mou, Zhaodi Pei, Fangyi Li, Xia Wu
2024 J jnl
BDAN-SPD: A Brain Decoding Adversarial Network Guided by Spatiotemporal Pattern Differences for Cross-Subject MI-BCI.
IEEE Trans. Ind. Informatics
Fulin Wei, Xueyuan Xu, Xiuxing Li, Xia Wu
2024 J jnl
BLSAN: A Brain Lateralization-Guided Subject Adaptive Network for Motor Imagery Classification.
IEEE Signal Process. Lett.
Fulin Wei, Xueyuan Xu, Qing Li, Xiuxing Li, Xia Wu
2024 J jnl
D-MHGCN: An End-to-End Individual Behavioral Prediction Model Using Dual Multi-Hop Graph Convolutional Network.
IEEE J. Biomed. Health Informatics
Xuyun Wen, Qumei Cao, Yunxi Zhao, Xia Wu, Daoqiang Zhang
2024 J jnl
Decoding Human Interaction Type From Inter-Brain Synchronization by Using EEG Brain Network.
IEEE J. Biomed. Health Informatics
Xiangcun Wang, Ran Shi, Xia Wu, Jiacai Zhang
2024 J jnl
Embedded Multi-label Feature Selection via Orthogonal Regression.
CoRR
Xueyuan Xu, Fulin Wei, Tianyuan Jia, Li Zhuo, Feiping Nie, Xia Wu
2024 J jnl
Few-Shot Synthetic Online Transfer Learning for Cross-Site Neurological Disease Diagnosis.
IEEE Trans. Comput. Soc. Syst.
Zhaodi Pei, Fulin Wei, Zhiyuan Zhu, Xia Wu
2024 J jnl
Fine-Grained Interpretability for EEG Emotion Recognition: Concat-Aided Grad-CAM and Systematic Brain Functional Network.
IEEE Trans. Affect. Comput.
Bingxiu Liu, Jifeng Guo, C. L. Philip Chen, Xia Wu, Tong Zhang
2024 — conf
Hierarchical Window Attention for Motor Imagery EEG Classification.
ISBI
Haonan Mou, Wenting Yang, Shihao Zhang, Zhaodi Pei, Ziyu Li, Xia Wu
2024 J jnl
Interaction Between Dynamic Affection and Arithmetic Cognitive Ability: A Practical Investigation With EEG Measurement.
IEEE Trans. Affect. Comput.
Xiaonan Yang, Yilu Peng, Yuyang Han, Fangyi Li, Qin Zhang, Shuo Wu, Xia Wu
2024 J jnl
Multi-Scale Spatio-Temporal Fusion With Adaptive Brain Topology Learning for fMRI Based Neural Decoding.
IEEE J. Biomed. Health Informatics
Ziyu Li, Qing Li, Zhiyuan Zhu, Zhongyi Hu, Xia Wu
2024 — conf
TARDRL: Task-Aware Reconstruction for Dynamic Representation Learning of fMRI.
MICCAI (11)
Yunxi Zhao, Dong Nie, Geng Chen, Xia Wu, Daoqiang Zhang, Xuyun Wen
2024 J jnl
Towards better video services: An EEG-based interpretable model for functional quality of experience evaluation.
Displays
Yifan Niu, Kexin Di, Gangyan Zeng, Tao Wei, Yuan Zhang, Xia Wu
2024 — conf
Visual Explanations of Deep Convolutional Neural Network for EEG Brain Fingerprint.
ISBI
Shihao Zhang, Zhaodi Pei, Haonan Mou, Wenting Yang, Qing Li, Xia Wu
2024 A* conf
WSEL: EEG Feature Selection with Weighted Self-expression Learning for Incomplete Multi-dimensional Emotion Recognition.
ACM Multimedia
Xueyuan Xu, Li Zhuo, Jinxin Lu, Xia Wu
2023 — conf
A Subject-Adaptive Brain State Decoding Model via Ensemble Transfer Learning.
NER
Fulin Wei, Tianyuan Jia, Ziyu Li, Zhaodi Pei, Xia Wu
2023 J jnl
Cross-Subject Cognitive Workload Recognition Based on EEG and Deep Domain Adaptation.
IEEE Trans. Instrum. Meas.
Yueying Zhou, Pengpai Wang, Peiliang Gong, Fulin Wei, Xuyun Wen, Xia Wu, Daoqiang Zhang
2023 J jnl
EEG Feature Selection via Global Redundancy Minimization for Emotion Recognition.
IEEE Trans. Affect. Comput.
Xueyuan Xu, Tianyuan Jia, Qing Li, Fulin Wei, Long Ye, Xia Wu
2023 J jnl
From sMRI to task-fMRI: A unified geometric deep learning framework for cross-modal brain anatomo-functional mapping.
Medical Image Anal.
Zhiyuan Zhu, Taicheng Huang, Zonglei Zhen, Boyu Wang, Xia Wu, Shuo Li
2023 — conf
Individual Functional Network Abnormalities Mapping via Graph Representation-Based Neural Architecture Search.
ADMA (3)
Qing Li, Haixing Dai, Jinglei Lv, Lin Zhao, Zhengliang Liu, Zihao Wu, Xia Wu, Claire Coles, Xiaoping Hu, Tianming Liu, Dajiang Zhu
2023 J jnl
Jointly Fusing Multi-Scale Spatial-Logical Brain Networks: A Neural Decoding Method.
IEEE J. Biomed. Health Informatics
Ziyu Li, Zhiyuan Zhu, Qing Li, Xia Wu
2022 J jnl
A General Framework for Feature Selection Under Orthogonal Regression With Global Redundancy Minimization.
IEEE Trans. Knowl. Data Eng.
Xueyuan Xu, Xia Wu, Fulin Wei, Wei Zhong, Feiping Nie
2022 J jnl
Cognitive Workload Recognition Using EEG Signals and Machine Learning: A Review.
IEEE Trans. Cogn. Dev. Syst.
Yueying Zhou, Shuo Huang, Ziming Xu, Pengpai Wang, Xia Wu, Daoqiang Zhang
2022 — conf
Deep Domain Adaptation for EEG-Based Cross-Subject Cognitive Workload Recognition.
ICONIP (5)
Yueying Zhou, Pengpai Wang, Peiliang Gong, Yanling Liu, Xuyun Wen, Xia Wu, Daoqiang Zhang
2022 J jnl
Evolutional Neural Architecture Search for Optimization of Spatiotemporal Brain Network Decomposition.
IEEE Trans. Biomed. Eng.
Qing Li, Wei Zhang, Lin Zhao, Xia Wu, Tianming Liu
2022 — conf
Graph Representation Neural Architecture Search for Optimal Spatial/Temporal Functional Brain Network Decomposition.
MLMI@MICCAI
Haixing Dai, Qing Li, Lin Zhao, Liming Pan, Cheng Shi, Zhengliang Liu, Zihao Wu, Lu Zhang, Shijie Zhao, Xia Wu, Tianming Liu, Dajiang Zhu
2022 J jnl
Identifying Cortical Brain Directed Connectivity Networks From High-Density EEG for Emotion Recognition.
IEEE Trans. Affect. Comput.
Hailing Wang, Xia Wu, Li Yao
2022 J jnl
The Recognition of Multiple Anxiety Levels Based on Electroencephalograph.
IEEE Trans. Affect. Comput.
Ziyu Li, Xia Wu, Xueyuan Xu, Hailing Wang, Zhenghao Guo, Zhichao Zhan, Li Yao
2021 J jnl
Altered Time-Frequency Feature in Default Mode Network of Autism Based on Improved Hilbert-Huang Transform.
IEEE J. Biomed. Health Informatics
Han Zhang, Rui Li, Xiaotong Wen, Qing Li, Xia Wu
2021 J jnl
Differentiable neural architecture search for optimal spatial/temporal brain function network decomposition.
Medical Image Anal.
Qing Li, Xia Wu, Tianming Liu
2021 J jnl
Estimating Functional Connectivity by Integration of Inherent Brain Function Activity Pattern Priors.
IEEE ACM Trans. Comput. Biol. Bioinform.
Zhiyuan Zhu, Zonglei Zhen, Xia Wu, Shuo Li
2021 J jnl
Supervised Feature Selection With Orthogonal Regression and Feature Weighting.
IEEE Trans. Neural Networks Learn. Syst.
Xia Wu, Xueyuan Xu, Jianhong Liu, Hailing Wang, Bin Hu, Feiping Nie
2020 Misc conf
Eeg Feature Selection Using Orthogonal Regression: Application to Emotion Recognition.
ICASSP
Xueyuan Xu, Fulin Wei, Zhiyuan Zhu, Jianhong Liu, Xia Wu
2020 Misc conf
Feature Selection Under Orthogonal Regression with Redundancy Minimizing.
ICASSP
Xueyuan Xu, Xia Wu
2020 — conf
Neural Architecture Search for Optimization of Spatial-Temporal Brain Network Decomposition.
MICCAI (7)
Qing Li, Wei Zhang, Jinglei Lv, Xia Wu, Tianming Liu
2019 — conf
A Novel Graph Wavelet Model for Brain Multi-scale Activational-Connectional Feature Fusion.
MICCAI (3)
Wenyan Xu, Qing Li, Zhiyuan Zhu, Xia Wu
2019 — conf
A Novel Sparse Overlapping Modularized Gaussian Graphical Model for Functional Connectivity Estimation.
IPMI
Zhiyuan Zhu, Zonglei Zhen, Xia Wu
2019 — conf
Simultaneous Spatial-Temporal Decomposition of Connectome-Scale Brain Networks by Deep Sparse Recurrent Auto-Encoders.
IPMI
Qing Li, Qinglin Dong, Fangfei Ge, Ning Qiang, Yu Zhao, Han Wang, Heng Huang, Xia Wu, Tianming Liu
2019 J jnl
Supervised feature selection with orthogonal regression and feature weighting.
CoRR
Xia Wu, Xueyuan Xu, Jianhong Liu, Hailing Wang, Bin Hu, Feiping Nie
2019 — conf
Working Memory Training Using EEG Neurofeedback Based on Theta Coherence of Brain Regions.
BCI
Ziyu Li, Hailing Wang, Xia Wu, Xueyuan Xu, Shuai Wei, Li Yao
2018 J jnl
A New fMRI Informed Mixed-Norm Constrained Algorithm for EEG Source Localization.
IEEE Access
Hailing Wang, Xu Lei, Zhichao Zhan, Li Yao, Xia Wu
2018 J jnl
Neural substrates of the emotion-word and emotional counting Stroop tasks in healthy and clinical populations: A meta-analysis of functional brain imaging studies.
NeuroImage
Chunliang Feng, Benjamin Becker, Wenhao Huang, Xia Wu, Simon B. Eickhoff, Taolin Chen
2017 — conf
Abnormal EEG-based functional connectivity under a face-word stroop task in depression.
BIBM
Zhenghao Guo, Hailiang Long, Li Yao, Xia Wu, Hanshu Cai
2017 J jnl
Classification of Alzheimer's Disease, Mild Cognitive Impairment, and Cognitively Unimpaired Individuals Using Multi-feature Kernel Discriminant Dictionary Learning.
Frontiers Comput. Neurosci.
Qing Li, Xia Wu, Lele Xu, Kewei Chen, Li Yao, Alzheimer's Disease Neuroimaging Initiative
2017 — conf
Detecting depression in speech: Comparison and combination between different speech types.
BIBM
Hailiang Long, Zhenghao Guo, Xia Wu, Bin Hu, Zhenyu Liu, Hanshu Cai
2017 — conf
Gender differences in dynamic functional connectivity based on resting-state fMRI.
EMBC
Nini Mao, Hongna Zheng, Zhi-ying Long, Li Yao, Xia Wu
2017 Misc conf
Multi-Feature Kernel Discriminant Dictionary Learning for Classification in Alzheimer's Disease.
DICTA
Qing Li, Xia Wu, Lele Xu, Li Yao, Kewei Chen
2017 J jnl
Multi-feature kernel discriminant dictionary learning for face recognition.
Pattern Recognit.
Xia Wu, Qing Li, Lele Xu, Kewei Chen, Li Yao
2017 J jnl
Multi-modal discriminative dictionary learning for Alzheimer's disease and mild cognitive impairment.
Comput. Methods Programs Biomed.
Qing Li, Xia Wu, Lele Xu, Kewei Chen, Li Yao, Rui Li
2016 J jnl
A real-time method to reduce ballistocardiogram artifacts from EEG during fMRI based on optimal basis sets (OBS).
Comput. Methods Programs Biomed.
Xia Wu, Tong Wu, Zhichao Zhan, Li Yao, Xiaotong Wen
2016 J jnl
Supervised within-class-similar discriminative dictionary learning for face recognition.
J. Vis. Commun. Image Represent.
Lele Xu, Xia Wu, Kewei Chen, Li Yao
2015 — conf
Discriminative analysis of non-linear brain connectivity for leukoaraiosis with resting-state fMRI.
Computer-Aided Diagnosis
Youzhi Lai, Lele Xu, Li Yao, Xia Wu
2015 J jnl
Multi-modality sparse representation-based classification for Alzheimer's disease and mild cognitive impairment.
Comput. Methods Programs Biomed.
Lele Xu, Xia Wu, Kewei Chen, Li Yao
2014 J jnl
A new dynamic Bayesian network approach for determining effective connectivity from fMRI data.
Neural Comput. Appl.
Xia Wu, Xuyun Wen, Juan Li, Li Yao
2014 J jnl
A pooling-LiNGAM algorithm for effective connectivity analysis of fMRI data.
Frontiers Comput. Neurosci.
Lele Xu, Tingting Fan, Xia Wu, Kewei Chen, Xiaojuan Guo, Jiacai Zhang, Li Yao
2014 J jnl
Bayesian network analysis revealed the connectivity difference of the default mode network from the resting-state to task-state.
Frontiers Comput. Neurosci.
Xia Wu, Xinyu Yu, Li Yao, Rui Li
2014 J jnl
Characterizing structural association alterations within brain networks in normal aging using Gaussian Bayesian networks.
Frontiers Comput. Neurosci.
Xiaojuan Guo, Yan Wang, Kewei Chen, Xia Wu, Jiacai Zhang, Ke Li, Zhen Jin, Li Yao
2013 J jnl
The Receiver Operational Characteristic for Binary Classification with Multiple Indices and Its Application to the Neuroimaging Study of Alzheimer's Disease.
IEEE ACM Trans. Comput. Biol. Bioinform.
Xia Wu, Juan Li, Napatkamon Ayutyanont, Hillary Protas, William J. Jagust, Adam Fleisher, Eric Reiman, Li Yao, Kewei Chen
2012 — conf
Determining Effective Connectivity from FMRI Data Using a Gaussian Dynamic Bayesian Network.
ICONIP (1)
Xia Wu, Juan Li, Li Yao
2011 J jnl
Large-scale directional connections among multi resting-state neural networks in human brain: A functional MRI and Bayesian network modeling study.
NeuroImage
Rui Li, Kewei Chen, Adam Fleisher, Eric Reiman, Li Yao, Xia Wu
2010 J jnl
Impairment and compensation coexist in amnestic MCI default mode network.
NeuroImage
Zhigang Qi, Xia Wu, Zhiqun Wang, Nang Zhang, Huiqing Dong, Li Yao, Kuncheng Li
2009 J jnl
Multiple neural networks supporting a semantic task: An fMRI study using independent component analysis.
NeuroImage
Xia Wu, Jie Lu, Kewei Chen, Zhi-ying Long, Xiaoyi Wang, Hua Shu, Kuncheng Li, Yijun Liu, Li Yao
2006 B conf
A new post-processing method of applying independent component analysis to fMRI data.
Image Processing
Xia Wu, Zhi-ying Long, Li Yao, Kewei Chen
2006 — conf
Applications of Granger Causality Model to Connectivity Network Based on fMRI Time Series.
ICNC (1)
Xiaotong Wen, Xiao-Jie Zhao, Li Yao, Xia Wu
2006 — conf
Functional Connectivity in the Resting Brain: An Analysis Based on ICA.
ICONIP (1)
Xia Wu, Li Yao, Zhi-ying Long, Jie Lu, Kuncheng Li
2004 B conf
Improved Infomax algorithm of independent component analysis applied to fMRI data.
Image Processing
Xia Wu, Li Yao, Zhi-ying Long, Hui Wu