Paper Publications

[1]Xun Chen*, Z. Jane Wang, M. J. McKeown, “Joint Blind Source Separation for Neurophysiological Data Analysis: Multiset and multimodal methods,” IEEE Signal Processing Magazine, vol. 33, no. 3, pp. 86-107, 2016. (IF: 11.35, Feature Article).
[2]Y. Liu, Xun Chen*, H. Peng, Z. Wang, “Multi-focus image fusion with a deep convolutional neural network”, Information Fusion, vol. 36, pp. 191–207, 2017. (IF: 13.667, ESI Highly Cited Paper).
[3]Xun Chen, X. Xu, A. Liu, M. McKeown, Z. J. Wang, “The Use of Multivariate EMD and CCA for Denoising Muscle Artifacts from Few-Channel EEG Recordings,” IEEE Transactions on Instrumentation & Measurement, vol. 67, no. 2, pp. 359-370, 2018. (ESI Highly Cited Paper).
[4]M. Yin, X. Liu, Y. Liu, Xun Chen, “Medical Image Fusion With Parameter-Adaptive Pulse Coupled-Neural Network in Nonsubsampled Shearlet Transform Domain,” IEEE Transactions on Instrumentation & Measurement, vol. 65, no. 1, pp. 49-64, Jan. 2019. (ESI Highly Cited Paper, 2020 IEEE TIM Andy Chi Best Paper Award).
[5]Y. Jiao, Y. Zhang, Xun Chen, E. Yin, J. Jin, X. Wang, and A. Cichocki. Sparse Group Representation Model for Motor Imagery EEG Classification. IEEE Journal of Biomedical and Health Informatics, 23(2), 631-641, Mar. 2019. (ESI Highly Cited Paper).
[6]X. Zhang, L. Wu, X. Chen, Xun Chen*, “Adaptive Calibration of Electrode Array Shifts Enables Robust Myoelectric Control,” IEEE Transactions on Biomedical Engineering, vol. 67, no. 7, pp. 1947-1957, 2020..
[7]J. Zhang, A. Liu*, M. Gao, X. Chen, X. Zhang, Xun Chen*, “ECG-based Multi-Class Arrhythmia Detection Using Spatio-Temporal Attention-based Convolutional Recurrent Neural Network,” Artificial Intelligence in Medicine, vol. 106, 101856, 2020..
[8]R. Song, J. Li, J. Cheng*, C. Li, Y. Liu, Xun Chen*, “Motion Robust Imaging Ballistocardiography Through a Two-step Canonical Correlation Analysis,” IEEE Transactions on Instrumentation & Measurement, 70, pp.1-10, 2021..
[9]W. Tao, C. Li*, R. Song, J. Cheng, Y. Liu, F. Wan, Xun Chen*, “EEG-based Emotion Recognition via Channel-wise Attention and Self Attention,” IEEE Transactions on Affective Computing, Early Access, 2021. DOI: 10.1109/TAFFC.2020.3025777.
[10]Liu, S. Lee, Xun Chen*, M. McKeown, Z. J. Wang, “Galvanic Vestibular Stimulation: Data Analysis and Applications in Neurorehabilitation,” IEEE Signal Processing Magazine, to appear, 2021. (IF: 11.35, Invited Article).

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