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ORCIDXia Wu 0001
Person information
- affiliation: Beijing Institute of Technology, School of Computer Science and Technology, Beijing, China
- affiliation: Beijing Normal University, School of Artificial Intelligence, Beijing, China
Other persons with the same name
- Xia Wu — disambiguation page
- Xia Wu 0002 — Southeast University, School of Mathematics, Nanjing, China
- Xia Wu 0003
![[0000-0001-8498-3195]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-8498-3195")
— Xiangnan University, College of Mathematics and Finance, Chenzhou, China - Xia Wu 0004 — Chang'an University, School of Information Engineering, Xi'an, China (and 1 more)
- Xia Wu 0005 — Shaanxi Normal University, School of Computer Science, Key Laboratory of Modern Teaching Technology, Xi'an, China
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Journal Articles
- 2026
[j50]Yifan Niu, Ziyu Li, Li Yao, Xia Wu:
BDR-GCL: Toward imagined speech decoding in naturalistic BCI systems via brain dynamics representation enhanced graph contrastive learning. Expert Syst. Appl. 296: 129058 (2026)- [j49]Ziyu Li, Zhiyuan Zhu, Qing Li, Xia Wu:
Graph pre-trained framework with spatio-temporal importance masking and fine-grained optimizing for neural decoding. Pattern Recognit. 169: 112006 (2026) - [j48]Ziyu Li, Zhiyuan Zhu, Qing Li, Xia Wu:
Decoding the brain via multi-view brain topology contrastive learning. Pattern Recognit. 172: 112445 (2026) - 2025
- [j47]Zhaodi Pei, Zhiyuan Zhu, Zonglei Zhen, Xia Wu:
Disentangle the group and individual components of functional connectome with autoencoders. Neural Networks 181: 106786 (2025) - [j46]Xueyuan Xu, Fulin Wei, Tianze Yu, Jinxin Lu, Aomei Liu, Li Zhuo, Feiping Nie, Xia Wu:
Embedded multi-label feature selection via orthogonal regression. Pattern Recognit. 163: 111477 (2025) - [j45]Yanyan Ye, Yanfang Rong, Yong Wang, Xia Wu, Housheng Su:
Positive Edge-Consensus of Uncertain Fractional-Order Networked Systems. IEEE Trans Autom. Sci. Eng. 22: 19229-19237 (2025) - [j44]Runxin Zhang, Xia Wu, Huimin Chen, Guanxiong He, Zheng Wang, Rong Wang, Feiping Nie:
Toward Balance Adaptive Weighted Ensemble Clustering. IEEE Trans. Circuits Syst. Video Technol. 35(6): 5279-5292 (2025) - [j43]Qixin Wang, Ziyu Li, Xiuxing Li, Tianyuan Jia, Qing Li, Li Yao, Xia Wu:
BrainyHGNN: Brain-Inspired Memory Retrieval and Cross-Modal Interaction for Emotion Recognition in Conversations. IEEE Trans. Circuits Syst. Video Technol. 35(10): 10264-10277 (2025) - [j42]Tianyuan Jia, Chaoqiong Fan, Qing Li, Ziyu Li, Li Yao, Xia Wu:
A Brain-Inspired Harmonized Learning With Concurrent Arbitration for Enhancing Motion Planning in Fuzzy Environments. IEEE Trans. Fuzzy Syst. 33(2): 631-643 (2025) - [j41]Tianyuan Jia, Ziyu Li, Qing Li, Xiuxing Li, Xia Wu:
BrainyMP: Enhancing Motion Planning Using Graph Neural Network Inspired by Brain Spatial Relational Memory. IEEE Trans. Intell. Transp. Syst. 26(6): 8880-8893 (2025) - [j40]Dingcheng Gao, Xiaoming Tao, Xia Wu, Bing Du, Yanjun Qin, Jianhua Lu:
Cross-Scenario Vigilance Detection Based on EEG Analysis for Safety Driving in Autonomous. IEEE Trans. Intell. Transp. Syst. 26(8): 11404-11419 (2025) - 2024
- [j39]Yifan Niu, Kexin Di, Gangyan Zeng, Tao Wei, Yuan Zhang, Xia Wu:
Towards better video services: An EEG-based interpretable model for functional quality of experience evaluation. Displays 82: 102657 (2024) - [j38]Fulin Wei, Xueyuan Xu, Qing Li, Xiuxing Li, Xia Wu:
BLSAN: A Brain Lateralization-Guided Subject Adaptive Network for Motor Imagery Classification. IEEE Signal Process. Lett. 31: 2630-2634 (2024) - [j37]Bingxiu Liu, Jifeng Guo, C. L. Philip Chen, Xia Wu, Tong Zhang:
Fine-Grained Interpretability for EEG Emotion Recognition: Concat-Aided Grad-CAM and Systematic Brain Functional Network. IEEE Trans. Affect. Comput. 15(2): 671-684 (2024) - [j36]Xiaonan Yang, Yilu Peng, Yuyang Han, Fangyi Li, Qin Zhang, Shuo Wu, Xia Wu:
Interaction Between Dynamic Affection and Arithmetic Cognitive Ability: A Practical Investigation With EEG Measurement. IEEE Trans. Affect. Comput. 15(3): 1427-1438 (2024) - [j35]Shihao Zhang, Wenting Yang, Haonan Mou, Zhaodi Pei, Fangyi Li, Xia Wu:
An Overview of Brain Fingerprint Identification Based on Various Neuroimaging Technologies. IEEE Trans. Cogn. Dev. Syst. 16(1): 151-164 (2024) - [j34]Zhaodi Pei, Fulin Wei, Zhiyuan Zhu, Xia Wu:
Few-Shot Synthetic Online Transfer Learning for Cross-Site Neurological Disease Diagnosis. IEEE Trans. Comput. Soc. Syst. 11(2): 2201-2209 (2024) - [j33]Fulin Wei, Xueyuan Xu, Xiuxing Li, Xia Wu:
BDAN-SPD: A Brain Decoding Adversarial Network Guided by Spatiotemporal Pattern Differences for Cross-Subject MI-BCI. IEEE Trans. Ind. Informatics 20(12): 14321-14329 (2024) - [j32]Xiangcun Wang, Ran Shi, Xia Wu, Jiacai Zhang:
Decoding Human Interaction Type From Inter-Brain Synchronization by Using EEG Brain Network. IEEE J. Biomed. Health Informatics 28(1): 204-215 (2024) - [j31]Ziyu Li, Qing Li, Zhiyuan Zhu, Zhongyi Hu, Xia Wu:
Multi-Scale Spatio-Temporal Fusion With Adaptive Brain Topology Learning for fMRI Based Neural Decoding. IEEE J. Biomed. Health Informatics 28(1): 262-272 (2024) - [j30]Xuyun Wen, Qumei Cao, Yunxi Zhao, Xia Wu, Daoqiang Zhang:
D-MHGCN: An End-to-End Individual Behavioral Prediction Model Using Dual Multi-Hop Graph Convolutional Network. IEEE J. Biomed. Health Informatics 28(10): 6130-6140 (2024) - 2023
- [j29]Zhiyuan Zhu, Taicheng Huang, Zonglei Zhen, Boyu Wang, Xia Wu, Shuo Li:
From sMRI to task-fMRI: A unified geometric deep learning framework for cross-modal brain anatomo-functional mapping. Medical Image Anal. 83: 102681 (2023) - [j28]Xueyuan Xu, Tianyuan Jia, Qing Li, Fulin Wei, Long Ye, Xia Wu:
EEG Feature Selection via Global Redundancy Minimization for Emotion Recognition. IEEE Trans. Affect. Comput. 14(1): 421-435 (2023) - [j27]Yueying Zhou, Pengpai Wang, Peiliang Gong, Fulin Wei, Xuyun Wen, Xia Wu, Daoqiang Zhang:
Cross-Subject Cognitive Workload Recognition Based on EEG and Deep Domain Adaptation. IEEE Trans. Instrum. Meas. 72: 1-12 (2023) - [j26]Ziyu Li, Zhiyuan Zhu, Qing Li, Xia Wu:
Jointly Fusing Multi-Scale Spatial-Logical Brain Networks: A Neural Decoding Method. IEEE J. Biomed. Health Informatics 27(1): 445-456 (2023) - 2022
- [j25]Ziyu Li, Xia Wu, Xueyuan Xu, Hailing Wang, Zhenghao Guo, Zhichao Zhan, Li Yao:
The Recognition of Multiple Anxiety Levels Based on Electroencephalograph. IEEE Trans. Affect. Comput. 13(1): 519-529 (2022) - [j24]Hailing Wang, Xia Wu, Li Yao:
Identifying Cortical Brain Directed Connectivity Networks From High-Density EEG for Emotion Recognition. IEEE Trans. Affect. Comput. 13(3): 1489-1500 (2022) - [j23]Yueying Zhou, Shuo Huang, Ziming Xu, Pengpai Wang, Xia Wu, Daoqiang Zhang:
Cognitive Workload Recognition Using EEG Signals and Machine Learning: A Review. IEEE Trans. Cogn. Dev. Syst. 14(3): 799-818 (2022) - [j22]Qing Li, Wei Zhang, Lin Zhao, Xia Wu, Tianming Liu:
Evolutional Neural Architecture Search for Optimization of Spatiotemporal Brain Network Decomposition. IEEE Trans. Biomed. Eng. 69(2): 624-634 (2022) - [j21]Xueyuan Xu, Xia Wu, Fulin Wei, Wei Zhong, Feiping Nie:
A General Framework for Feature Selection Under Orthogonal Regression With Global Redundancy Minimization. IEEE Trans. Knowl. Data Eng. 34(11): 5056-5069 (2022) - 2021
- [j20]Qing Li, Xia Wu, Tianming Liu:
Differentiable neural architecture search for optimal spatial/temporal brain function network decomposition. Medical Image Anal. 69: 101974 (2021) - [j19]Zhiyuan Zhu, Zonglei Zhen, Xia Wu, Shuo Li:
Estimating Functional Connectivity by Integration of Inherent Brain Function Activity Pattern Priors. IEEE ACM Trans. Comput. Biol. Bioinform. 18(6): 2420-2430 (2021) - [j18]Han Zhang, Rui Li, Xiaotong Wen, Qing Li, Xia Wu:
Altered Time-Frequency Feature in Default Mode Network of Autism Based on Improved Hilbert-Huang Transform. IEEE J. Biomed. Health Informatics 25(2): 485-492 (2021) - [j17]Xia Wu, Xueyuan Xu, Jianhong Liu, Hailing Wang, Bin Hu, Feiping Nie:
Supervised Feature Selection With Orthogonal Regression and Feature Weighting. IEEE Trans. Neural Networks Learn. Syst. 32(5): 1831-1838 (2021) - 2018
- [j16]Hailing Wang, Xu Lei, Zhichao Zhan, Li Yao, Xia Wu:
A New fMRI Informed Mixed-Norm Constrained Algorithm for EEG Source Localization. IEEE Access 6: 8258-8269 (2018) - [j15]Chunliang Feng, Benjamin Becker, Wenhao Huang, Xia Wu, Simon B. Eickhoff, Taolin Chen:
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 173: 258-274 (2018) - 2017
- [j14]Qing Li, Xia Wu, Lele Xu, Kewei Chen, Li Yao, Rui Li:
Multi-modal discriminative dictionary learning for Alzheimer's disease and mild cognitive impairment. Comput. Methods Programs Biomed. 150: 1-8 (2017) - [j13]Qing Li, Xia Wu, Lele Xu, Kewei Chen, Li Yao, Alzheimer's Disease Neuroimaging Initiative:
Classification of Alzheimer's Disease, Mild Cognitive Impairment, and Cognitively Unimpaired Individuals Using Multi-feature Kernel Discriminant Dictionary Learning. Frontiers Comput. Neurosci. 11: 117 (2017) - [j12]Xia Wu, Qing Li, Lele Xu, Kewei Chen, Li Yao:
Multi-feature kernel discriminant dictionary learning for face recognition. Pattern Recognit. 66: 404-411 (2017) - 2016
- [j11]Xia Wu, Tong Wu, Zhichao Zhan, Li Yao, Xiaotong Wen:
A real-time method to reduce ballistocardiogram artifacts from EEG during fMRI based on optimal basis sets (OBS). Comput. Methods Programs Biomed. 127: 114-125 (2016) - [j10]Lele Xu, Xia Wu, Kewei Chen, Li Yao:
Supervised within-class-similar discriminative dictionary learning for face recognition. J. Vis. Commun. Image Represent. 38: 561-572 (2016) - 2015
- [j9]Lele Xu, Xia Wu, Kewei Chen, Li Yao:
Multi-modality sparse representation-based classification for Alzheimer's disease and mild cognitive impairment. Comput. Methods Programs Biomed. 122(2): 182-190 (2015) - 2014
- [j8]Xia Wu, Xinyu Yu, Li Yao, Rui Li:
Bayesian network analysis revealed the connectivity difference of the default mode network from the resting-state to task-state. Frontiers Comput. Neurosci. 8: 118 (2014) - [j7]Xiaojuan Guo, Yan Wang, Kewei Chen, Xia Wu, Jiacai Zhang, Ke Li, Zhen Jin, Li Yao:
Characterizing structural association alterations within brain networks in normal aging using Gaussian Bayesian networks. Frontiers Comput. Neurosci. 8: 122 (2014) - [j6]Lele Xu, Tingting Fan, Xia Wu, Kewei Chen, Xiaojuan Guo, Jiacai Zhang, Li Yao:
A pooling-LiNGAM algorithm for effective connectivity analysis of fMRI data. Frontiers Comput. Neurosci. 8: 125 (2014) - [j5]Xia Wu, Xuyun Wen, Juan Li, Li Yao:
A new dynamic Bayesian network approach for determining effective connectivity from fMRI data. Neural Comput. Appl. 24(1): 91-97 (2014) - 2013
- [j4]Xia Wu, Juan Li, Napatkamon Ayutyanont, Hillary Protas, William J. Jagust, Adam Fleisher, Eric Reiman, Li Yao, Kewei Chen:
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. 10(1): 173-180 (2013) - 2011
- [j3]Rui Li, Kewei Chen, Adam Fleisher, Eric Reiman, Li Yao, Xia Wu:
Large-scale directional connections among multi resting-state neural networks in human brain: A functional MRI and Bayesian network modeling study. NeuroImage 56(3): 1035-1042 (2011) - 2010
- [j2]Zhigang Qi, Xia Wu, Zhiqun Wang, Nang Zhang, Huiqing Dong, Li Yao, Kuncheng Li:
Impairment and compensation coexist in amnestic MCI default mode network. NeuroImage 50(1): 48-55 (2010) - 2009
- [j1]Xia Wu, Jie Lu, Kewei Chen, Zhi-ying Long, Xiaoyi Wang, Hua Shu, Kuncheng Li, Yijun Liu, Li Yao:
Multiple neural networks supporting a semantic task: An fMRI study using independent component analysis. NeuroImage 45(4): 1347-1358 (2009)
Conference and Workshop Papers
- 2024
- [c24]Haonan Mou, Wenting Yang, Shihao Zhang, Zhaodi Pei, Ziyu Li, Xia Wu:
Hierarchical Window Attention for Motor Imagery EEG Classification. ISBI 2024: 1-5 - [c23]Shihao Zhang, Zhaodi Pei, Haonan Mou, Wenting Yang, Qing Li, Xia Wu:
Visual Explanations of Deep Convolutional Neural Network for EEG Brain Fingerprint. ISBI 2024: 1-5 - [c22]Xueyuan Xu, Li Zhuo, Jinxin Lu, Xia Wu:
WSEL: EEG Feature Selection with Weighted Self-expression Learning for Incomplete Multi-dimensional Emotion Recognition. ACM Multimedia 2024: 350-359 - 2023
- [c21]Qing Li, Haixing Dai, Jinglei Lv, Lin Zhao, Zhengliang Liu, Zihao Wu, Xia Wu, Claire Coles, Xiaoping Hu, Tianming Liu, Dajiang Zhu:
Individual Functional Network Abnormalities Mapping via Graph Representation-Based Neural Architecture Search. ADMA (3) 2023: 79-91 - [c20]Fulin Wei, Tianyuan Jia, Ziyu Li, Zhaodi Pei, Xia Wu:
A Subject-Adaptive Brain State Decoding Model via Ensemble Transfer Learning. NER 2023: 1-4 - 2022
- [c19]Yueying Zhou, Pengpai Wang, Peiliang Gong, Yanling Liu, Xuyun Wen, Xia Wu, Daoqiang Zhang:
Deep Domain Adaptation for EEG-Based Cross-Subject Cognitive Workload Recognition. ICONIP (5) 2022: 231-242 - [c18]Haixing Dai, Qing Li, Lin Zhao, Liming Pan, Cheng Shi, Zhengliang Liu, Zihao Wu, Lu Zhang, Shijie Zhao, Xia Wu, Tianming Liu, Dajiang Zhu:
Graph Representation Neural Architecture Search for Optimal Spatial/Temporal Functional Brain Network Decomposition. MLMI@MICCAI 2022: 279-287 - 2020
- [c17]Xueyuan Xu, Fulin Wei, Zhiyuan Zhu, Jianhong Liu, Xia Wu:
Eeg Feature Selection Using Orthogonal Regression: Application to Emotion Recognition. ICASSP 2020: 1239-1243 - [c16]Xueyuan Xu, Xia Wu:
Feature Selection Under Orthogonal Regression with Redundancy Minimizing. ICASSP 2020: 3457-3461 - [c15]Qing Li, Wei Zhang, Jinglei Lv, Xia Wu, Tianming Liu:
Neural Architecture Search for Optimization of Spatial-Temporal Brain Network Decomposition. MICCAI (7) 2020: 377-386 - 2019
- [c14]Ziyu Li, Hailing Wang, Xia Wu, Xueyuan Xu, Shuai Wei, Li Yao:
Working Memory Training Using EEG Neurofeedback Based on Theta Coherence of Brain Regions. BCI 2019: 1-6 - [c13]Zhiyuan Zhu, Zonglei Zhen, Xia Wu:
A Novel Sparse Overlapping Modularized Gaussian Graphical Model for Functional Connectivity Estimation. IPMI 2019: 304-315 - [c12]Qing Li, Qinglin Dong, Fangfei Ge, Ning Qiang, Yu Zhao, Han Wang, Heng Huang, Xia Wu, Tianming Liu:
Simultaneous Spatial-Temporal Decomposition of Connectome-Scale Brain Networks by Deep Sparse Recurrent Auto-Encoders. IPMI 2019: 579-591 - [c11]Wenyan Xu, Qing Li, Zhiyuan Zhu, Xia Wu:
A Novel Graph Wavelet Model for Brain Multi-scale Activational-Connectional Feature Fusion. MICCAI (3) 2019: 763-771 - 2017
- [c10]Zhenghao Guo, Hailiang Long, Li Yao, Xia Wu, Hanshu Cai:
Abnormal EEG-based functional connectivity under a face-word stroop task in depression. BIBM 2017: 946-951 - [c9]Hailiang Long, Zhenghao Guo, Xia Wu, Bin Hu, Zhenyu Liu, Hanshu Cai:
Detecting depression in speech: Comparison and combination between different speech types. BIBM 2017: 1052-1058 - [c8]Qing Li, Xia Wu, Lele Xu, Li Yao, Kewei Chen:
Multi-Feature Kernel Discriminant Dictionary Learning for Classification in Alzheimer's Disease. DICTA 2017: 1-6 - [c7]Nini Mao, Hongna Zheng, Zhi-ying Long, Li Yao, Xia Wu:
Gender differences in dynamic functional connectivity based on resting-state fMRI. EMBC 2017: 2940-2943 - 2015
- [c6]Youzhi Lai, Lele Xu, Li Yao, Xia Wu:
Discriminative analysis of non-linear brain connectivity for leukoaraiosis with resting-state fMRI. Computer-Aided Diagnosis 2015: 94142I - 2012
- [c5]Xia Wu, Juan Li, Li Yao:
Determining Effective Connectivity from FMRI Data Using a Gaussian Dynamic Bayesian Network. ICONIP (1) 2012: 33-39 - 2006
- [c4]Xiaotong Wen, Xiao-jie Zhao, Li Yao, Xia Wu:
Applications of Granger Causality Model to Connectivity Network Based on fMRI Time Series. ICNC (1) 2006: 205-213 - [c3]Xia Wu, Li Yao, Zhi-ying Long, Jie Lu, Kuncheng Li:
Functional Connectivity in the Resting Brain: An Analysis Based on ICA. ICONIP (1) 2006: 175-182 - [c2]Xia Wu, Zhi-ying Long, Li Yao, Kewei Chen:
A new post-processing method of applying independent component analysis to fMRI data. Image Processing 2006: 61446U - 2004
- [c1]Xia Wu, Li Yao, Zhi-ying Long, Hui Wu:
Improved Infomax algorithm of independent component analysis applied to fMRI data. Image Processing 2004
Informal and Other Publications
- 2025
- [i3]Kexin Di, Xiuxing Li, Yuyang Han, Ziyu Li, Qing Li, Xia Wu:
Brain Inspired Adaptive Memory Dual-Net for Few-Shot Image Classification. CoRR abs/2503.07396 (2025) - 2024
- [i2]Xueyuan Xu, Fulin Wei, Tianyuan Jia, Li Zhuo, Feiping Nie, Xia Wu:
Embedded Multi-label Feature Selection via Orthogonal Regression. CoRR abs/2403.00307 (2024) - 2019
- [i1]Xia Wu, Xueyuan Xu, Jianhong Liu, Hailing Wang, Bin Hu, Feiping Nie:
Supervised feature selection with orthogonal regression and feature weighting. CoRR abs/1910.03787 (2019)
Coauthor Index
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