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个人简介

教育经历 2003/09 – 2009/01:北京理工大学通信与信息系统研究生(硕博连读),获工学博士学位,导师:刘志文教授、徐友根教授,博士论文“基于张量和多元数的电磁矢量传感器阵列信号多维参数估计”获2009年度北京理工大学优秀博士学位论文。 1999/09 – 2003/07:北京理工大学信息工程专业本科生 获学士学位。 1996/09 – 1999/07:湖北省宜昌市第一高级中学。 工作经历 2021/01 – 现在:大连理工大学信息与通信工程学院,教授/博士生导师; 2014/12 – 2015/12:比利时荷语天主教鲁汶大学(KU Leuven),电气工程学院,访问学者;合作导师为张量信号处理领域富有盛名的L. De Lathauwer教授(IEEE Fellow、SIAM Fellow、EURASIP Fellow),访学期间主要开展多数据集耦合张量分解方面的研究,提出双耦合CPD、双耦合BTD张量模型,并率先开展相关的辨识性理论分析与代数算法研究工作; 2012/12 – 2020/12:大连理工大学信息与通信工程学院,副教授/博士生导师; 2009/05 – 2012/12:大连理工大学信息与通信工程学院,讲师/硕士生导师

研究领域

1. 耦合张量分解,大规模张量分解,高维度张量网络的基础理论与方法研究 2. 张量分解在信号分离、智能语音交互、新一代无线通信、大数据分析等领域的应用研究

近期论文

查看导师新发文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

龚晓峰.Direction finding via biquaternion matrix diagonalization with vector-sensors[J],SIGNAL PROCESSING,2022,91(4):821-831 龚晓峰.Double Coupled Canonical Polyadic Decomposition for Joint Blind Source Separation[J],IEEE TRANSACTIONS ON SIGNAL PROCESSING,2022,66(13):3475-3490 龚晓峰.Double coupled canonical polyadic decomposition of third-order tensors: Algebraic algorithm and...[J],SIGNAL PROCESSING IMAGE COMMUNICATION,2022,73(,SI):22-36 龚晓峰.Generalized Non-Orthogonal Joint Diagonalization With LU Decomposition and Successive Rotations[J],IEEE TRANSACTIONS ON SIGNAL PROCESSING,2022,63(5):1322-1334 Yu, Mou-Chuan.ICA of full complex-valued fMRI data using phase information of spatial maps[J],JOURNAL OF NEUROSCIENCE METHODS,2022,249:75-91 龚晓峰.Joint non-orthogonal joint diagonalization based on LU decomposition and Jacobi scheme[A],2013 IEEE China Summit and International Conference on Signal and Information Processing, ChinaSIP 2013,2022,25-29 Han, Yue.Low-Rank Tucker-2 Model for Multi-Subject fMRI Data Decomposition with Spatial Sparsity Constrain...[J],IEEE Transactions on Medical Imaging,2022 龚晓峰.JOINT CANONICAL POLYADIC DECOMPOSITION OF TWO TENSORS WITH ONE SHARED LOADING MATRIX[A],23rd IEEE International Workshop on Machine Learning for Signal Processing (MLSP),2022 Yang, Jin-Wei.Joint DOA and Polarization Estimation via Canonical Polyadic Decomposition With Constant Modulu...[J],IEEE Access,2022,7:167521-167533 丛丰裕.Tensor decomposition of EEG signals: A brief review[J],JOURNAL OF NEUROSCIENCE METHODS,2022,248:59-69 Han, Yue.TUCKER DECOMPOSITION FOR EXTRACTING SHARED AND INDIVIDUAL SPATIAL MAPS FROM MULTI-SUBJECT RESTING...[A],2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021),2022,1110-1114 龚晓峰.Validating Stability of Components Extracted by Nonnegative Matrix Factorization via Clustering[A],Proceeding of the 8th International Workshop on Bio-signal Interpretation,2022,1-4 龚晓峰.Variable universe adaptive fuzzy control on the triple inverted pendulum and choosing contracti...[A],International Conference on Artificial Intelligence and Computational Intelligence,2022,4:63-+ Yang, Jia-Xing.Using Coupled Multilinear Rank-(L, L, 1) Block Term Decomposition in Multi-Static-Multi-Pulse M...[A],ADVANCES IN NEURAL NETWORKS - ISNN 2019, PT II,2022,11555:565-574 Yu, Gui-Chen.Wideband Direction Finding via Spatial Decimation and Coupled Canonical Polyadic Decomposition[A],ADVANCES IN NEURAL NETWORKS - ISNN 2019, PT II,2022,11555:585-594 张琇.Adaptive fourth-order tensor beamformer[A],2011 3rd International Conference on Awareness Science and Technology, iCAST 2011,2022,481-484 Kuang, Li-Dan.Adaptive independent vector analysis for multi-subject complex-valued fMRI data[J],JOURNAL OF NEUROSCIENCE METHODS,2022,281:49-63 龚晓峰.A Jacobi Generalized Orthogonal Joint Diagonalization Algorithm for Joint Blind Source Separati...[J],IEEE Access,2022,6:38464-38474 Ji, Meijiao.A Multi-set Approach for Direction Finding Based on Spatially Displaced Electromagnetic Vector-...[A],12th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD),2022,1824-1828 Ji M..A multi-set approach for direction finding based on spatially displaced electromagnetic vector-se...[A],12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015,2022,1824-1828 Kuang, Li-Dan.AN ADAPTIVE FIXED-POINT IVA ALGORITHM APPLIED TO MULTI-SUBJECT COMPLEX-VALUED FMRI DATA[A],IEEE International Conference on Acoustics, Speech, and Signal Processing,2022,2016-May:714-718 Yang, Jia-Xing.An Algebraic Algorithm for Joint Independent Subspace Analysis[A],ADVANCES IN NEURAL NETWORKS - ISNN 2019, PT I,2022,11554:399-408 Guo T..An improved BLUES with adaptive threshold of condition number for separating underdetermined spee...[A],2012 3rd International Conference on Intelligent Control and Information Processing, ICICIP 2012,2022,694-698 Lin J.-G..A semi-blind negentropy maximization algorithm for enhancing a specific speech[A],2011 7th International Conference on Natural Computation, ICNC 2011,2022,1:401-405 Wang, Xiu-Lin.A Study on Parallelization of Successive Rotation Based Joint Diagonalization[A],19th International Conference on Digital Signal Processing (DSP),2022,2014-January:807-811 Gou, Xiaoming.Biquaternion Capon beamformer using four-component vector-sensor arrays[J],International Journal of Sensor Networks,2022,19(3-4,SI):171-180 Yang, Jin-Wei.Canonical Polyadic Decomposition with Constant Modulus Constraint: Application to Polarization ...[A],ADVANCES IN NEURAL NETWORKS - ISNN 2019, PT II,2022,11555:575-584 Gou X..Capon beamformer for acoustic vector sensor arrays using biquaternions[A],2011 3rd International Conference on Awareness Science and Technology, iCAST 2011,2022,28-31 龚晓峰.COMBINED INDEPENDENT COMPONENT ANALYSIS AND CANONICAL POLYADIC DECOMPOSITION VIA JOINT DIAGONAL...[A],2nd IEEE China Summit / International Conference on Signal and Information Processing (IEEE ChinaSIP),2022,804-808 龚晓峰.Coherent Source Localization: Bicomplex Polarimetric Smoothing with Electromagnetic Vector-Sens...[J],IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS,2022,47(3):2268-2285 Qiu, Yue.Classification of Schizophrenia Patients and Healthy Controls Using ICA of Complex-Valued fMRI ...[A],ADVANCES IN NEURAL NETWORKS - ISNN 2019, PT II,2022,11555:540-547 林秋华.Constrained complex-valued ICA without permutation ambiguity based on negentropy maximization[A],The 9th International Symposium on Latent Variable Analysis and Signal Separation (LVA/ICA 2010),2022,271-278 Wang K..Complex non-orthogonal joint diagonalization based on LU and LQ decompositions[A],10th International Conference on Latent Variable Analysis and Signal Separation, LVA/ICA 2012,2022,7191 LNCS:50-57 龚晓峰.COMPLEX NON-ORTHOGONAL JOINT DIAGONALIZATION WITH SUCCESSIVE GIVENS AND HYPERBOLIC ROTATIONS[A],IEEE International Conference on Acoustics, Speech and Signal Processing,2022,1889-1892 Wang, Luming.Complex-valued Joint Eigenvalue Decomposition Based on LU Decomposition and Successive Rotations[A],2021 11th International Conference on Information Science and Technology, ICIST 2021,2022,571-577 Zhang, Ce.Comparison of Functional Network Connectivity and Granger Causality for Resting State fMRI Data[A],ADVANCES IN NEURAL NETWORKS, PT II,2022,10262:559-566 龚晓峰.COUPLED RANK-(L-m, L-n, .) BLOCK TERM DECOMPOSITION BY COUPLED BLOCK SIMULTANEOUS GENERALIZED S...[A],IEEE International Conference on Acoustics, Speech, and Signal Processing,2022,2554-2558 Kuang, Li-Dan.Model order effects on ICA of resting-state complex-valued fMRI data: Application to schizophreni...[J],JOURNAL OF NEUROSCIENCE METHODS,2022,304:24-38 Kuang, Li-Dan.MODEL ORDER EFFECTS ON INDEPENDENT VECTOR ANALYSIS APPLIED TO COMPLEX-VALUED FMRI DATA[A],IEEE 14th International Symposium on Biomedical Imaging (ISBI) - From Nano to Macro,2022,0:81-84 Kuang, Li-Dan.Multi-subject fMRI analysis via combined independent component analysis and shift-invariant can...[J],JOURNAL OF NEUROSCIENCE METHODS,2022,256:127-140 Kuang L.-D..Multi-subject fMRI data analysis: Shift-invariant tensor factorization vs. group independent comp...[A],2013 IEEE China Summit and International Conference on Signal and Information Processing, ChinaSIP 2013,2022,269-272 Chen, Geng.Multi-target Localization with MIMO Radar via Coupled Canonical Polyadic Decomposition[A],ICSIDP 2019 - IEEE International Conference on Signal, Information and Data Processing 2019,2022 龚晓峰.Non-orthogonal tensor diagnolization based on successive rotations and LU decompositio[A],The 11th International Conference on Natural Computation (ICNC 2015),2022,102-107 Liu, Yingliang.Non-Orthogonal Tensor Diagonalization Based on Successive Rotations and LU Decomposition[A],11th International Conference on Natural Computation (ICNC) / 12th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD),2022,102-107 刘宇.Non-orthogonal tensor diagonalization based on successive rotations and LU decomposition[A],11th International Conference on Natural Computation, ICNC 2015,2022,2016-January:102-107 Kuang, Li-Dan.POST-ICA PHASE DE-NOISING FOR RESTING-STATE COMPLEX-VALUED FMRI DATA[A],IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP),2022,856-860 Gou X..Quaternion-capon beamformer using crossed-dipole arrays[A],2011 4th IEEE International Symposium on Microwave, Antenna, Propagation and EMC Technologies for Wireless Communications, MAPE 2011,2022,34-37 林秋华.SEMI-BLIND KURTOSIS MAXIMIZATION ALGORITHM APPLIED TO COMPLEX-VALUED FMRI DATA[A],21st IEEE International Workshop on Machine Learning for Signal Processing (MLSP),2022 林秋华.Semi-blind negentropy maximization algorithm for enhancing a specific speech[A],Proceedings of the 7th International Conference on Natural Computation (ICNC2011),2022,401-405 Kuang, Li-Dan.Shift-Invariant Canonical Polyadic Decomposition of Complex-Valued Multi-Subject fMRI Data With...[J],IEEE TRANSACTIONS ON MEDICAL IMAGING,2022,39(4):844-853 龚晓峰.Simultaneous Source Localization and Polarization Estimation via Non-Orthogonal Joint Diagonali...[J],SENSORS,2022,12(3):3394-3417 龚晓峰.Source localization via trilinear decomposition of cross covariance tensor with vector-sensor[A],The 7th Fuzzy Systems and Knowledge Discovery,2022,2119-2123 龚晓峰.Source localization via trilinear decomposition of cross covariance tensor with vector-sensor arr...[A],2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010,2022,5:2119-2123 Zhang, Chao-Ying.Sparse representation of complex-valued fMRI data based on spatiotemporal concatenation of real a...[J],JOURNAL OF NEUROSCIENCE METHODS,2022,351 龚晓峰.Spatially constrained parallel factor analysis for semi-blind beamforming[A],2011 7th International Conference on Natural Computation, ICNC 2011,2022,1:416-420 龚晓峰.Spatially spread dipole/loop quint for vector-cross-product-based direction finding and polaris...[J],IET Signal Processing,2022,12(5):636-642 Qiu, Yue.Spatial source phase: A new feature for identifying spatial differences based on complex-valued...[J],HUMAN BRAIN MAPPING,2022,40(9):2662-2676 Li, Long.Speech Separation Based on Semi-blind Kurtosis Maximization with Magnitude and Energy Distance[A],4th International Conference on Awareness Science and Technology (iCAST),2022,50-53 龚晓峰.Speech separation via parallel factor analysis of cross-frequency covariance tensor[A],The 9th International Conference on Latent Variable Analysis and Signal Separation,2022,65-72 龚晓峰,毛蕾,林秋华,徐友根,刘志文.基于四阶累积量张量联合对角化的多数据集联合盲源分离[J],电子与信息学报,2019,41(3):509-515

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