• Feb. 2023  Congratulation! Our paper about "Machine learning-based identification of psychotherapy-predictive EEG signature in PTSD" has been accepted by Nature Mental Health.

• Jan. 2023  Congratulation! Alex's paper about "Individualized brain network modeling for predicting antidepressant and placebo responses" has been accepted by Molecular Psychiatry.

• Jan. 2023  Congratulation! Xuetong's paper about "Normative modeling using conditional VAE and adversarial learning to identify brain dysfunction in Alzheimer's disease" has been accepted by ISBI 2023.

• Dec. 2022  Congratulation! Guihong's paper about "Deep learning-based EEG brain source imaging" has been accepted by AAAI 2023.

• Nov. 2022  Congratulation! Shuang's paper about "Adaptive multi-model knowledge transfer matrix machine for EEG classification" has been accepted by IEEE Transactions on Neural Networks and Learning Systems.

• Nov. 2022  Congratulation! Hao's paper about "Improving pre-movement pattern detection with filter bank selection" has been accepted by Journal of Neural Engineering.

• Oct. 2022  Congratulation! Tao's paper about "Feature aggregation and propagation network for camouflaged object detecion" has been accepted by IEEE Transactions on Image Processing.

• Sep. 2022  Congratulation! Our review paper about "Modern views of machine learning for precision psychiatry" has been accepted by Patterns.

• Aug. 2022  Congratulation! Yudong's paper about "CNN-LSTM network with spectral normalization and label smoothing technologies for SSVEP frequency recognition" has been accepted by Journal of Neural Engineering.

• Aug. 2022  Congratulation! Xiaoyu's paper about "Transdiagnostic connectome signatures for individual prediciton of intellectual capacity" has been accepted by ​Transational Psychiatry.

• Aug. 2022  Congratulation! Zhe's paper about "Side-aware meta learning for cross-dataset listener diagnosis with subjective tinnitus" has been accepted by IEEE Transactions on Neural Systems and Rehabilitation Engineering.

• Jun. 2022  Congratulation! Jie's paper about "Cerebral cortex layer segmentation using diffusion MRI in vivo with application to working memory analysis" has been accepted by Human Brain Mapping.

• Jun. 2022  Congratulation! Shengyuan's paper about "Graph sequence neural networks for neural pattern decoding in the presence of distraction" has been accepted by IEEE Transactions on Neural Systems and Rehabilitation Engineering.

• Jun. 2022  Congratulation! Our two papers about graph neural network for brain network modeling have been accepted by MICCAI 2022.

• May. 2022  Congratulation! Tianyi's paper about "Privacy perserving multi-source domain adaptation for medical data" has been accepted by IEEE Journal of Biomedical and Health Informatics.

• Mar. 2022  Congratulation! Xiaocong's paper about "Generative adversarial U-net for domain-free few-shot medical diagnosis" has been accepted by Pattern Recognition Letters.

• Nov. 2021  Congratulation! Kanhao's paper about "Dynamic graph neural networks for ADHD connectome dysfuncion" has been accepted by NeuroImage.

• Oct. 2021  Congratulation! Feng's paper about "Decoding premovement patterns with task-related component analysis" has been accepted by Cognitive Computation.

• Aug. 2021  Congratulation! Liang's paper about "Decoding SSVEP patterns from EEG via multivariate variational mode decomposition-informed CCA" has been accepted by Biomedical Signal Processing and Control.

• Jun. 2021  Congratulation! Chalin's paper about "EEG large-scale cortical dynamical functional network connectivity" has been accepted by IEEE Transactions on Cybernetics.

• Apr. 2021  Congratulation! Ke's paper about "Filter bank-driven multivariate synchronization index for training-free SSVEP BCI" has been accepted by IEEE Transactions on Neural Systems and Rehabilitation Engineering.

• Jan. 2021  Congratulation! Our paper about "Improving EEG decoding via clustering-based multi-task learning" has been accepted by IEEE Transactions on Neural Networks and Learning Systems​.

• Dec. 2020  Congratulation! Xiaocong's paper about "Momentum contrastive learning for few-shot COVID-19 diagnosis from chest CT images" has been accepted by Pattern Recognition.

• Nov. 2020  Congratulation! Yong's paper about "Multi-view multi-scale optimization of EEG feature represtnation" has been accepted by IEEE Transactions on Neural Systems and Rehabilitation Engineering​.

• Sep. 2020  Congratulation! Our paper about "Data-driven EEG biotyping in psychiatric disorders" has been accepted by Nature Biomedical Engineering​.

• Aug. 2020  Congratulation! Our paper about "Multi-atlas brain network analysis for MCI daignosis" has been accepted by IEEE Transactions on Cybernetics.​

• Feb. 2020  Congratulation! Zhen's paper about "A new toolbox for brain network construction and classification" has been accepted by Human Brain Mapping.

• Feb. 2020  Congratulation! Xiang's paper about "Adversarial representation learning for robust patient-independent eplileptic seizure detection" has been accepted by IEEE Journal of Biomedical and Health Informatics.

• Nov. 2019  Congratulation! Wei's paper about "An electroencephalographic signature predicts antidepressant response in major depression" has been accepted by Nature Biotechnology.

• Oct. 2019  Congratulation! Russell's paper about "An electroencephalography connectomic profile of post-traumatic stress disorder" has been accepted by American Journal of Psychiatry.

• Sep. 2019  Congratulation! Adi's paper about "Individual patterns of abnormality in resting-state functional connectivity reveal two data-driven PTSD subgroups" has been accepted by American Journal of Psychiatry.

• Aug. 2019  Congratulation! Yangsong's paper about "Hierarchical feature fusion framework for frequency recognition in SSVEP-based BCIs" has been accepted by Neural Networks.

• Jul. 2019  Congratulation! Our paper about "Brain regulation of emotional conflict differentiates response to antidepressants versus placebo in depression" has been accepted by Nature Human Behaviour.

• Jun. 2019  Congratulation! Tao's paper about "Inter-modality dependence induced data recovery for MCI conversion prediction" has been accepted by MICCAI 2019.

• Feb. 2019  Congratulation! Yunning's paper about "Graph regularized nonnegative tucker decomposition for tensor data representation" has been accepted by ICASSP 2019.

• Jan. 2019  Congratulation! Qiang's paper about "Regularized Group Sparse Discriminant Analysis for P300-based Brain Computer Interface" has been accepted by International Journal of Neural Systems.

• Jan. 2019  Congratulation! Our paper about "Strength and similarity guided group-level brain functional network construction for MCI diagnosis" has been accepted by Pattern Recognition.

• Sep. 2018  Congratulation! Zhichao's paper about "EEG classification using sparse Bayesian extreme learning machine for brain-computer interface" has been accepted by Neural Computing and Applications.

• Sep. 2018  Congratulation! Xun's paper about "EEMD-CCA approach to removing muscle artifacts for pervasive EEG" has been accepted by IEEE Sensors Journal.

• Jun. 2018  Congratulation! Yangsong's paper about "Two-stage frequency recognition method based on correlated component analysis for SSVEP-based BCI" has been accepted by IEEE Transactions on Neural Systems and Rehabilitation Engineering.

• May. 2018  Congratulation! Our paper about "Temporally constrained sparse group spatial patterns for motor imagery BCI" has been accepted by IEEE Transactions on Cybernetics.

• May. 2018  Congratulation! Xueyuan's paper about "Removal of muscle artifacts using on multivariate empirical model decomposision and independent vector analysis" has been accepted by Electronics Letters.

• Apr. 2018  Congratulation! Yong's paper about "Sparse group representation model for motor imagery EEG classification" has been accepted by IEEE Journal of Biomedical and Health Informatics.

• March. 2018  Congratulation! Yangsong's paper about "Correlated component analysis for SSVEP recognition" has been accepted by IEEE Transactions on Neural Systems and Rehabilitation Engineering.

• March. 2018  Congratulation! Jiao's paper about "Auditory P300 BCI paradigm" has been accepted by Biomedical Engineering/Biomedizinische Technik.

• Feb. 2018  Congratulation! Minqiang's paper about "Visual BCI spelling paradigm" has been accepted by Cognitive Neurodynamics.

• Jan. 2018  Congratulation! Na's paper about "Exploiting deep neural networks for remote sensing image classification" has been accepted by IEEE Access.

• Dec. 2017  Congratulation! Our paper about "Multi-kernel extreme learning machine for EEG classification in brain-computer interfaces" has been accepted by Expert Systems with Applications.

• Dec. 2017  Congratulation! Our paper about "Learning pairwise similarity guided sparse functional connectivity network for MCI classification"  has been awarded as the Best Paper Award by ACPR 2017.

• Nov. 2017  Congratulation! Our paper about Label Distribution Learning by Exploiting Label Correlations has been accepted by AAAI 2018.

• Oct. 2017  Congratulation! Minqiang's paper about designing an auditory P300 BCI paradigm has been accepted by Cognitive Neurodynamics.

• Aug. 2017  Congratulation! Yong's paper about multilayer correlation maximization model for SSVEP EEG recognition has been accepted by International Journal of Neural Systems.

• Jul. 2017  Congratulation! Han's paper about test-retest reliability of high-order functional connectivity in young healthy adults has been accepted by Frontiers in Neuroscience.

• Jun. 2017  Congratulation! Our paper about Hybrid high-order functional brain network for MCI diagnosis has been accpeted for publication in Scientific Reports. See the paper [Link].

• Apr. 2017  I start to serve as Associate Editor for Journal: IEEE Access.

• Apr. 2017  I start to serve as Associate Editor for Journal: Brain-Computer Interfaces.

• Feb. 2017  Congratulation! Our paper about Bayesian multiway CCA for SSVEP recognition has been accpeted for publication in Neurocomputing. See the paper [Link].

• Jan. 2017  Congratulation! Zhaoyang's paper about optimized motor-imagery BCI paradigm based on imagining Chinese characters writing has been accpeted for publication in IEEE Transactions on Neural Systems and Rehabilitation Engineering. See the paper [Link].

• Oct. 2016  Congratulation! Dong's paper about Bayesian nonnegative CP factorization for drowsiness detection has been accpeted for publication in IEEE Transactions on Neural Systems and Rehabilitation Engineering. See the paper [Link].

• Jul. 2016  Congratulation! Our paper about sparse Bayesian filtering band optimization or EEG classification has been accpeted for publication in International Journal of Neural Systems. See the paper [Link].

• Jul. 2016  Congratulation! Our paper about APG and low-rank based fast nonnegative tensor factorization has been accpeted for publication in Neurocomputing. See the paper [Link].

• Jun. 2016  Congratulation! Dong's paper about Bayesian-Copula discriminant classifier for drowsiness detection has been accpeted for publication in IEEE Transactions on Biomedical Engineering. See the paper [Link].

• Jan. 2016  Congratulation! One paper coauthored by Prof. Guoxu Zhou, Prof. Andrzej Cichocki, Prof. Tulay Adali, and me about linked component analysis based on high-order tensor has been accpeted for publication in Proceedings of the IEEE. See the paper [Link].

• Jan. 2016 Congratulation! Haiqiang's paper about discriminative feature extraction of SSVEP has been accpeted for publication in IEEE Transactions on Neural Systems and Rehabilitation Engineering. See the paper [Link].

• Oct. 2015  Congratulation! One paper coauthored by Dr. Guoxu Zhou, Prof. Cichocki, Prof. Mandic and me about common and individual feature extraction has been accpeted for publication in IEEE Transactions on Neural Networks and Learning Systems. [Link]

• Sep. 2015  Congratulation! One paper coauthored by me, Dr. Guoxu Zhou, Prof. Jing Jin, Dr. Qibin Zhao, Prof. Xingyu Wang and Prof. Cichocki about sparse Bayesian classificationof EEG for BCI has been accpeted for publication in IEEE Transactions on Neural Networks and Learning Systems. See the paper [Link] [PDF].

• Jul. 2015  I am invited by Prof. Cichocki to visit RIKEN BSI in Japan for one months in order to promote our collaborative research.

• Jul. 2015  Congratulation! One paper coauthored by me, Dr. Guoxu Zhou, Prof. Jing Jin, Prof. Xingyu Wang and Prof. Cichocki about sparse filter band common spatial pattern for motor imagery BCI has been accpeted for publication in Journal of Neuroscience Methods. See the paper [Link] [PDF].

• Feb. 2015  Congratulation! One paper coauthored by Prof. Jing Jin, Prof. E.W. Sellers, Prof. Xingyu Wang, Prof. Andrzej Cichocki and me about mismatch negativity BCI has been accepted for publication in International Journal of Neural Systems. See the paper [Link].

• Nov. 2014  Congratulation! One paper coauthored by Mr. Jiaxin Ma, Prof. Cichocki and me about hybrid EEG and EOG for robot control has been accepted for publication in IEEE Transactions on Biomedical Engineering. See the paper [Link].

• Oct. 2014  Congratulation! One paper coauthored by me, Dr. Guoxu Zhou, Prof. Jing Jin, Prof. Andrzej Cichocki and Prof. Xingyu Wang about common feature analysis for SSVEP-based BCI has been accepted for publication in Journal of Neuroscience Methods. See the paper [Link] [PDF].

• Oct. 2014  Congratulation! One paper coauthored by Mr. Long Chen, Prof. Jin and me about dummy face BCI has been accepted for publication in Journal of Neuroscience Methods. See the paper [Link].

• Jul. 2014  I am invited by Prof. Cichocki to visit RIKEN BSI in Japan for two months (from July to September), in order to promote our collaborative research. During this time, we will focus on tensor analysis and Bayesian classification algorithms for BCI development.