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Selected journal papers (*: corresponding author) 2017 Yuanqing Li, Fangyi Wang, Yongbin Chen, Andrzej Cichocki, Terrence Sejnowski, The Effects of Audiovisual Inputs on Solving the Cocktail Party Problem in the Human Brain: An fMRI Study, Cerebral Cortex, doi: 10.1093/cercor/bhx235, 1-15, 2017. Jun Qu, Fei Wang, Zhenping Xia, Tianyou Yu, Jing Xiao, Zhuliang Yu, Zhenghui Gu, Yuanqing Li*,A Novel 3D P300 Speller Based on Stereo Visual Stimuli, IEEE Transactions on Human-Machine Systems (IF:2.5), accepted. Yuanqing Li*, Shenhong He, Qiyun Huang, Zhenghui Gu, and Zhuliang Yu, An EOG-based switch and its application for start/stop control of a wheelchair, Neurocomputing, vol. 275, no. 31, pp. 1350--1357, Jan. 2018. Fei Wang, Yanbin He, Jun Qu, Qiuyou Xie, Qing Lin, Xiaoxiao Ni, Yan Chen, Ronghao Yu*, and Yuanqing Li*, Enhancing clinical communication assessments using an audiovisual BCI for patients with disorders of consciousness, Journal of Neural Engineering, vol. 14, no. 4, 2017.6 (IF: 3.4). X. Xie, Z. L. Yu*, H. Lv, Z. Gu, Y. Li*, “Motor Imagery Classification based on Bilinear Sub-Manifold Learning of Symmetric Positive-Definite Matrices”, IEEE Trans. Neural Systems & Rehabilitation Engineering, vol. 25 (6), pp. 504-516, 2017.6 (IF: 3.4).
Rui Zhang, Qihong Wang, Kai Li, Shenghong He, Si Qin, Zhenghui Feng, Yang Chen, Pingxia Song, Tingyan Yang, Yuandong Zhang, Ming Shao and Yuanqing Li*, A BCI-based Environmental Control System for Patients with Severe Spinal Cord Injuries, IEEE Trans. Biomedical Engineering, vol. 64, no. 8, pp. 1959-1971, 2017.8 (Feature/Highlight Article, IF: 3.7). Lin He, Jun Li, Antonio Plaza, and Yuanqing Li*, Discriminative Low-Rank Gabor Filtering for Spectral-Spatial Hyperspectral Image Classification, IEEE Trans. Geoscience and Remote Sensing, IEEE Trans. Geoscience and Remote Sensing, vol. 55, no. 3, pp. 1381-1395, 2017.3 (IF: 4.9). Qiyun Huang, Shenghong He, Qihong Wang, Zhenghui Gu, Nengneng Peng, Kai Li, Yuandong Zhang, Ming Shao, Yuanqing Li*, An EOG-Based Human-Machine Interface for Wheelchair Control, IEEE Trans. Biomedical Engineering, vol: PP, no. 99, pp. 1-1, 2017.7 (IF: 3.7). Shenghong He and Yuanqing Li*, A Single-channel EOG-based Speller, IEEE in Transactions on Neural Systems & Rehabilitation Engineering, vol. 25, DOI 10.1109/TNSRE.2017.2716109, 2017 (IF: 3.4). Zhijun Zhang, Yujun Lin, Shuai Li, Yuanqing Li, Zhuliang Yu, Yamei Luo, Tricriteria Optimization-Coordination Motion of Dual-Redundant-Robot Manipulators for Complex Path Planning, IEEE Transactions on Control Systems Technology, vol. PP (99), pp. 1-13, 2017.6 (IF: 3.9). Zhijun Zhang, Lunan Zheng, Junming Yu, Yuanqing Li, Zhuliang Yu, Three Recurrent Neural Networks and Three Numerical Methods for Solving a Repetitive Motion Planning Scheme of Redundant Robot Manipulators, IEEE/ASME Transactions on Mechatronics, vol. 22 (3), pp. 1423-1434, 2017.6 (IF: 4.3).
2016
Yuanqing Li, Jiahui Pan, Jinyi Long, Tianyou Yu, Fei Wang, Zhuliang Yu, Wei Wu, Multimodal BCIs: Target Detection, Multi-dimensional Control, and Awareness Evaluation in Patients with Disorder of Consciousness, Proceedings of the IEEE, vol. 104, no. 2, pp. 332-352, 2016.2 (IF:9.2). Yuanqing Li*, Jinyi Long, Biao Huang, Tianyou Yu, Wei Wu, Peijun Li, Fang Fang, Pei Sun, Selective Audiovisual Semantic Integration Enabled by Feature-Selective Attention, Scientific Reports, 6:18914, DOI: 10.1038/srep18914, 2016.1 (IF:4.3). Rui Zhang, Yuanqing Li* et al., Control of a Wheelchair in an Indoor Environment Based on a Brain-Computer Interface and Automated Navigation, IEEE in Transactions on Neural Systems & Rehabilitation Engineering, vol. 24 (1), pp. 126-139, 2016 (IF: 3.4, highlight paper). Yuanqing Li*, et al., The Modulatory Effect of Semantic Familiarity on the Audiovisual Integration of Face-Name Pairs, Human Brain Mapping, vol. 37 (12), pp. 4333-4348, 2016.12 (IF: 4.5). K. Liu, Z. L. Yu (*), W. Wu, Z. Gu, Y. Li, S. Nagarajan, “Bayesian Electromagnetic Spatio-Temporal Imaging of Extended Sources with Markov Random Field and Temporal Basis Expansion”, NeuroImage, vol. 139, pp. 385-404, 2016.8 (IF: 5.8). S. He, R. Zhang, Q. Wang, Y. Chen, T. Yang, Z. Feng, Y. Zhang, M. Shao, and Y. Li*, A P300-based Threshold-free Brain Switch and Its Application in Wheelchair Control, IEEE Transactions on Neural Systems & Rehabilitation Engineering, vol. 25 (6), pp. 715-725, 2017.6 (IF: 3.4). Jun Xiao, Qiuyou Xie, Yanbin He, Tianyou Yu, Shenglin Lu, Ningmeng Huang, Ronghao Yu, and Yuanqing Li*, An Auditory BCI System for Assisting CRS-R Behavioral Assessment in Patients with Disorders of Consciousness, Scientific Reports, 6: 32917, doi: 10.1038/srep32917, 2016.9 (IF: 4.3).
2015 Yuanqing Li* et al., Crossmodal integration enhances neural representation of task-relevant features in audiovisual face perception, cerebral Cortex, Volume 25, Issue 2, pp. 384-395, 2015.8 (IF: 8.3). Yuanqing Li*, Jiahui Pan, Yanbin He, Fei Wang, Steven Laureys, Qiuyou Xie, and Ronghao Yu*, Detecting Number Processing and Mental Calculation in Patients with Disorders of Consciousness Using a Hybrid Brain-computer Interface System, BMC Neurology, 15:259, DOI 10.1186/s12883-015-0521-z, 2015.12 (IF:2.5). Feifei Qi, Yuanqing Li*, Wei Wu*, RSTFC: A Novel Algorithm for Spatio-Temporal Filtering and Classification of Single-Trial EEG, IEEE Trans. Neural Networks and Learning Systems, vol. 26, no. 12, pp. 3070-3082, 2015.12. Tianyou Yu, Zhuliang Yu and Yuanqing Li*,Grouped automatic relevance determination and its application in channel selection for P300 BCIs, IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 23, no. 6, pp. 1068-1077, 2015.11. Tianyou Yu, Jun Xiao, Fangyi Wang, Rui Zhang, ZhenghuiGu, Andrzej Cichocki and Yuanqing Li*, Enhanced motor imagery training using a hybridBCI with feedback, IEEE Trans. Biomedical Engineering, vol. 62, no. 7, pp. 1706-1717, 2015.7. Fei Wang, Yanbin He, Jiahui Pan, QiuyouXie, Ronghao Yu, Rui Zhang and Yuanqing Li*, Novel Audiovisual Brain-Computer Interface and Its Application in Awareness Detection, Scientific Reports, 5:09962,DOI: 10.1038/srep09962, 2015.6 (IF: 5.5). Ke Liu, Zhu Liang Yu*, Wei Wu, ZhenghuiGu, Yuanqing Li, “STRAPS: A Fully Data-Driven Spatio-Temporally Regularized Algorithm for M/EEG Patch Source Imaging”, International Journal of Neural Systems, Vol. 25, No. 4, 2015.6 (IF=6.056). Lin He, Yuanqing Li, et al., Spectral–Spatial Classification of Hyperspectral Images via Spatial Translation-Invariant Wavelet-Based Sparse Representation, IEEE Trans. Geoscience and Remote Sensing,vol. 53, no. 5, pp. 2696-2712, 2015.5. Y. Chen, W. Yang, J. Long, Y. Zhang, J. Feng, Y. Li*, Biao Huang, Discriminative analysis of Parkinson's Disease Based on Whole-Brain Functional Connectivity, PLoS One, DOI: 10.1371/journal.pone.0124153, 2015.4. Lijuan Bai, Tianyou Yu, Yuanqing Li*, “A brain computer interface-based explorer” Journal of Neuroscience Methods, DOI: 10.1016/j.jneumeth.2014.06.015, 2015.4. (SCI,IF=1.959) W. Wu, Z. Chen, X Gao, Y. Li, E Brown, S Gao, Probabilistic common spatial patterns for multichannel EEG analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence, DOI 10.1109/TPAMI.2014.2330598, 2015.3.
2014 Jiahui Pan, Qiuyou Xie, Yanbin He, Fei Wang, Haibo Di, Steven Laureys, Ronghao Yu and YuanqingLi*,Detecting awareness in patients with disorders of consciousness using a hybrid brain–computer interface, Journal of Neural Engineering, vol. 11(5), 2014.10. (SCI, IF=3.411) Jinyi Long, X Huang, Y Liao, X Hu, J Hu, S Lui, Rui Zhang, Yuanqing Li*, Q Gong*, Prediction of post-earthquake depressive and anxiety symptoms: a longitudinal resting-state fMRI study,Scientific Reports,4: 6423, DOI: 10.1038/srep06423, 2014.9 (IF:5.1). Yuanqing Li* et al., Sparse Representation for Brain Signal Processing, IEEE Signal Processing Magazine, vol. 31 (3), 2014.5 (IF:6.7). Wei Wu*, Chaohua Wu, Shangkai Gao, Baolin Liu, Yuanqing Li, and Xiaorong Gao. Bayesian estimation of ERP components from multicondition and multichannel EEG. NeuroImage, 2014, 88: 319-339, 2014.3. (IF: 6.2). J. Zhang, Y. Li(*), Z. Gu, and Z.L. Yu, Recoverability analysis for modified compressive sensing with partially known support, PLoS ONE 9(2): e87985, doi:10.1371/journal.pone.0087985, 2014.2. Jun Zhang, Zhenghui Gu, Zhuliang Yu Yuanqing Li*,“Energy-Efficient ECG Compression on Wireless Biosensors via Minimal Coherence Sensing and Weighted L1 Minimization Reconstruction” IEEE Journal of Biomedical and Health Informatics, doi: 10.1109/JBHI.2014.2312374, 2014. (SCI,IF=1.98)
2013 Wei Wu*, Chaohua Wu, Shangkai Gao, Baolin Liu, Yuanqing Li, and Xiaorong Gao. Bayesian estimation of ERP components from multicondition and multichannel EEG. NeuroImage, 2013 (IF: 6.2). J. Pan, Y. Li*, R. Zhang, Z. Gu, and F. Li, “Discrimination between control and idle states in asynchronous SSVEP-based brain switches: a pseudo-key-based approach,” IEEE Transactions on Neural Syst. Rehabil.Eng., vol. 21, no. 3, pp. 435-443, 2013. Yuanqing Li* et al., A Hybrid BCI System Combining P300 and SSVEP And Its Application in Wheelchair Control, IEEE Trans. Biomed. Eng., 2013. Z. Gu, Z. L. Yu*, Z. Shen, and Y. Li, “An Online Semi-Supervised Brain-Computer Interface,” to appear in IEEE Trans. Biomedical Engineering, 2013.9. Danke Zhang, Yuanqing Li, Malte J. Rasch* and Si Wu*,Nonlinear multiplicative dendritic integration in neuron and network models, Frontiers in Computational Neuroscience, vol. 7, pp. 1-14, 2013.
Before 2013 Yuanqing Li* et al., A Sparse Representation-Based Algorithm for Pattern Localization in Brain Imaging Data Analysis, PLoS ONE,2012. J. Long, Y. Li*, T. Yu, and Z. Gu, “Target selection with hybrid feature for bci-based 2-d cursor control,” IEEE Trans. on Biomed.Eng., vol. 59(1), pp. 132-140, 2012. J. Long, Y. Li*, T. Yu, et al., “A Hybrid Brain Computer Interface to Control the Direction and Speed of a Simulated or Real Wheelchair,” IEEE Trans. Neural Syst. Rehab.Eng., vol. 20 (5), pp. 720-729, 2012. T. Yu, Y. Li*, et al., “Surfing the internet with a BCI mouse,” J. of NeuralEng., vol. 9, 2012 (one of 16 highlighted papers in 2012) (IF: 3.4). Yuanqing Li* et al., Reproducibility and Discriminability of Brain Patterns of Semantic Categories Enhanced by Congruent Audiovisual Stimuli, PLoS ONE 6(6), 2011. Haihong Zhang*, Cuntai Guan, Yuanqing Li, A Linear Discriminant Analysis Method based on Mutual Information Maximization, Pattern Recognition, vol. 44, pp. 877-885, 2011. Yuanqing Li* et al., An EEG-based BCI System for Asynchronous 2-D Cursor Control by Combining Mu/Beta Rhythm and P300 Potential,” IEEE Trans. Biomedical Engineering, VOL. 57 (10), 2010.10, pp. 2945-2504. Zhuliang Yu, Zhenghui Gu, Jianjiang Zhou, Yuanqing Li, Wee Ser, and Meng Hwa Er, A Robust Adaptive Beamformer Based on Worst-Case Semi-Definite Programming, IEEE Trans. On Signal Processing, vol. 58(11), pp. 5914-5919, 2010.11. Zhuliang Yu, W. Ser, M. H. Er, Z Gu, Yuanqing Li, Robust Adaptive Beamformers Based on Worst-Case Optimization and Constraints on Magnitude Response, IEEE Trans. On Signal Processing, vol. 57(7), pp. 2615-2628, 2009.7. Yuanqing Li*,Praneeth Nambur, et al.,,Voxel Selection in fMRI Data Analysis Based on Sparse Representation, IEEETrans. On Biomedical Engineering, vol. 56 (10), 2439-2451, 2009. Yuanqing Li, Cuntai Guan, Joint Feature Re-extraction and Classification Using An Iterative Semi-supervised Support Vector Machine Algorithm, Machine Learning, vol.71(1), 2008.4. Yuanqing Li*, Huiqi Li, Cuntai Guan, A Self-training Semi-supervised SVM Algorithm and Its Application in An EEG-based Brain Computer Interface Speller System, Pattern Recognition Letters, vol. 29(9), pp. 1285-1294, 2008.7. Yuanqing Li, Andrzej Cichocki, et al., Equivalence Probability and Sparsity of Two Sparse Representation Solutions, IEEE Trans, on Neural Networks, vol.19(12), 2009-2021, 2008. A. Cichocki, Y. Washizawa,……,Yuanqing Li, Noninvasive BCIs: Multiway Signal-Processing Array Decompositions, IEEE Computer Magazine, vol. 41(10), pp.34-42, 2008. Yuanqing Li*, Huiqi Li, Cuntai Guan, A Self-training Semi-supervised SVM Algorithm and Its Application in An EEG-based Brain Computer Interface Speller System, Pattern Recognition Letters, vol.29(9), 1285-1294, 2008.7. Yuanqing Li, Shun-ichi Amari, Andrzej Cichocki, Cuntai Guan, Probability Estimation for Recoverability Analysis of Blind Source Separation Based on Sparse Representation, IEEE Trans. On Information Theory, vol. 52, no.7, pp. 3139-3152, July 2006. Yuanqing Li, Shun-ichi Amari, et al., Underdetermined Blind Source Separation Based on Sparse Representation, IEEE Trans. on Signal Processing, vol.54, no.2, 423-437, 2006. Yuanqing Li, Andrzej Cichocki, et al. Blind Estimation of Channel Parameters and Source Components for EEG signals: A Sparse Factorization Approach, IEEE Trans. On Neural Networks, vol. 17, no.2, pp.419-431, 2006. Yuanqing Li, Cuntai Guan, An Extended EM Algorithm for Joint Feature Extraction and Classification in Brain Computer Interfaces, Neural Computation, vol. 18, no.11, 2730-2761, 2006. Yuanqing Li*, Jun Wang, A network model for blind source extraction in various ill-conditioned cases, Neural Networks, vol 18(10), pp 1348-1356, 2005. Yuanqing Li, Andrzej Cichocki and Shun-ichi Amari,Analysis of Sparse Representation and Blind Source Separation, Neural Computation, vol. 16, no. 6, pp. 1193-1234, 2004. Yuanqing Li, Wang Jun, Andrzej Cichocki, Blind Source Extraction from Convolutive Mixtures in Ill-Conditioned MIMO Channels, IEEE Trans. on Circuits and Systems, vol. 51(9),1814-1822, 2004. Yuanqing Li*, Andrzej Cichocki, Liqing Zhang, Blind Source Estimation of FIR Channels for Binary Sources: a Grouping Decision Approach, Signal Processing,84(12): 2245-63,2004. Yuanqing Li, Jun Wang, Sequential Blind Extraction of Instantaneously Mixed Sources, IEEE Trans. Signal Processing, vol.50 (5), pp. 997-1006, 2002. Yuanqing Li, Jun Wang, J. M. Zurada, Blind Extraction of Singularly Mixed Sources Signals, IEEE Trans. On Neural Networks, vol.11, no.6, pp.1413-1422,2000.11. Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari, Sergei Shishkin, Jianting Cao, Fanji Gu, Sparse Representation and Its Applications in Blind Source Separation, Neural Information Processing System Conference (NIPS), 2003, Canada.
Selected conference papers:
Pan X, Zhang Z, Qu J, et al. Enjoy Driving from Thought in a Virtual City, Chinese Control Conference, 2017:11034-11040 (The Honorable Mention of Poster Paper Award). Feifei Qi, Yuanqing Li and Wei Wu*, “Spatio-Temporally Regularized Common Spatial Patterns(STR-CSP) for Single-Trial EEG Classification,” The 32ed Chinese Control Conference, 2014 Lijuan Bai, Tianyou Yu and Yuanqing Li*, “Explorer Based On Brain Computer Interface,” International Joint Conference on Neural Networks, 2014 Jianzhao Qin, Yuanqing Li, An Improved Semi-Supervised Support Vector Machines Based Translation Algorithm for BCI Systems, Proceedings of International Conference on Pattern Recognition, 2006, Hong Kong. Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari, Sergei Shishkin, Jianting Cao, Fanji Gu, Sparse Representation and Its Applications in Blind Source Separation, Neural Information Processing System Conference (NIPS), 2003, Canada Yuanqing Li, Cuntai Guan, A Semi-supervised SVM Learning Algorithm for Joint Feature Extraction and Classification in Brain Computer Interfaces, 28th International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), Aug 30- Sept 3, 2006, New York City, USA. Huiqi Li, Yuanqing Li* and Cuntai Guan, An Effective BCI Speller Based on Semi-supervised Learning, IEEE Engineering in Medicine and Biology Society. Intl Conf (06), New York City, New York,USA. Haihong Zhang, Cuntai Guan and Yuanqing Li, Signal processing for brain-computer interface: enhance feature extraction and classification, IEEE Intl Symp Circuits and Systems (06), Kos, Greece., May. 21-24, 2006, pp. 1615. Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari, and Cuntai Guan, Analysis of Source Sparsity and Recoverability for SCA Based Blind Source Separation, International Conference on Independent Component Analysis and Blind Signal Processing, Lecture Notes in Computer Science, 3889, pp. 831–837, 2006. Jianzhao Qin, Yuanqing Li, ICA Based Semi-Supervised Learning Algorithm for BCI Systems, J. Rosca et al. (Eds.): International Conference on Independent Component Analysis and Blind Signal Processing, Lecture Notes in Computer Science, 3889, pp. 831–837, 2006. Jianzhao Qin, Yuanqing Li, and Andrzej Cichocki, ICA and Committee Machine-Based Algorithm for Cursor Control in a BCI System, Lecture Notes in Computer Science, Vol. 3496 , Volume package: Advances in Neural Networks - ISNN, Wang, Jun; Liao, Xiaofeng; Yi, Zhang (Eds.) 2005, XLIX, 1055 p., ISBN: 3-540-25912-0. Yuanqing Li, Andrzej Cichocki, Liqing Zhang, Blind deconvolution of FIR channels with binary sources: a grouping decision approach, 2003 International Conference on Acoustics, Speech, and Signal Processing (ICASP), 2003, Hongkong. Yuanqing Li*, Andrzej Cichocki, Sparse representation of images using alternating linear programming, Seventh International Symposium on Signal Processing and its Applications, 2003.7, Paris, France. Yuanqing Li, Andrzej Cichocki, Sparse Image Coding Based on Non-Negative Matrix Factorization, Seventh International Symposium on Theoretical Electrical Engineering, 2003.7, Warsaw,Poland. Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari*, Sparse component analysis for blind source separation with Less sensors than sources, Fourth International Symposium on Independent Component Analysis and Blind Signal Separation, 2003 (ICA), Nara, Japan. Yuanqing Li, Andrzej Cichocki, Liqing Zhang, Blind deconvolution for FIR dynamic systems with single binary source input, 2002 IEEE International Symposium on Intelligent Signal Processing and Communication Systems, 2002, Gaoxiong, Taiwan Yuanqing Li, Andrzej Cichocki, Liqing Zhang, Blind Separation of Binary Sources, International Conference of Neural Information Processing-2001, Shanghai,China. Yuanqing Li, Wang Jun, Blind Extraction and Deconvolution for Multi-input Multi-output Systems, Proceedings of 2000 IEEE International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS2000) Li Yuanqing, Liu Yongqing, Variable Structure Control of Linear Autonomous Singular Systems with Delay, Proceedings of the 1999 IEEE Hong Kong Symposium on Robotics and Control, Vol.2, pp. 471-476, 1999, HK. Liu Yongqing, Li Yuanqing, Survey of Variable Structure Control, Proceedings of the 1999 IEEE Hong Kong Symposium on Robotics and Control, Vol.2, pp. 483-486, 1999, HK. Yongqing Liu, Yuanqing Li, Stabilization of Nonlinear Singular Systems, American Control Conference (ACC), No.TP12-6, 1998,USA. Yuanqing Li, Yongqing Liu, The Basic Theory of Singular Systems of Constant Coefficient Linear Differential Difference Equations, Proceedings of The International Federation of Automatic Control (IFAC) , Vol. L, pp.79-84, USA, 1996. Yuanqing Li, Yongqing Liu, Analysis of Stability of Second Order Linear Autonomous Singular Systems with Delay, Proceedings of Stability of Differential Equations and Its Application in 1996, Dalian, China (in Chinese).
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