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Journal Articles
- 2024
[j16]Yue Han, Qiu-Hua Lin
, Li-Dan Kuang, Bin-Hua Zhao, Xiao-Feng Gong, Fengyu Cong, Yu-Ping Wang, Vince D. Calhoun:
A core tensor sparsity enhancement method for solving Tucker-2 model of multi-subject fMRI data. Biomed. Signal Process. Control. 95: 106471 (2024)- 2022
- [j15]Xiao-Feng Gong, Chen-Yu Xu, Rui-Xue Chen, Qiu-Hua Lin:
Multistatic MIMO radar target localization via coupled canonical polyadic decomposition. Signal Process. 201: 108716 (2022) - [j14]Yue Han, Qiu-Hua Lin, Li-Dan Kuang, Xiao-Feng Gong, Fengyu Cong, Yu-Ping Wang, Vince D. Calhoun:
Low-Rank Tucker-2 Model for Multi-Subject fMRI Data Decomposition With Spatial Sparsity Constraint. IEEE Trans. Medical Imaging 41(3): 667-679 (2022) - 2020
- [j13]Li-Dan Kuang, Qiu-Hua Lin, Xiao-Feng Gong, Fengyu Cong, Yu-Ping Wang, Vince D. Calhoun:
Shift-Invariant Canonical Polyadic Decomposition of Complex-Valued Multi-Subject fMRI Data With a Phase Sparsity Constraint. IEEE Trans. Medical Imaging 39(4): 844-853 (2020) - 2019
- [j12]Jin-Wei Yang, Xiao-Feng Gong, Chen-Yu Xu, Qiu-Hua Lin, Yougen Xu, Zhi-Wen Liu:
Joint DOA and Polarization Estimation via Canonical Polyadic Decomposition With Constant Modulus Constraints. IEEE Access 7: 167521-167533 (2019) - [j11]Xiao-Feng Gong, Qiu-Hua Lin, Fengyu Cong, Lieven De Lathauwer:
Double coupled canonical polyadic decomposition of third-order tensors: Algebraic algorithm and relaxed uniqueness conditions. Signal Process. Image Commun. 73: 22-36 (2019) - 2018
- [j10]Xiao-Feng Gong, Lei Mao, Yingliang Liu, Qiu-Hua Lin:
A Jacobi Generalized Orthogonal Joint Diagonalization Algorithm for Joint Blind Source Separation. IEEE Access 6: 38464-38474 (2018) - [j9]Xiao-Feng Gong, Jia-Cheng Jiang, Hui Li, Yougen Xu, Zhiwen Liu:
Spatially spread dipole/loop quint for vector-cross-product-based direction finding and polarisation estimation. IET Signal Process. 12(5): 636-642 (2018) - [j8]Xiao-Feng Gong, Qiu-Hua Lin, Fengyu Cong, Lieven De Lathauwer:
Double Coupled Canonical Polyadic Decomposition for Joint Blind Source Separation. IEEE Trans. Signal Process. 66(13): 3475-3490 (2018) - 2015
- [j7]Xiaoming Gou, Zhiwen Liu, Yougen Xu, Xiao-Feng Gong:
Biquaternion Capon beamformer using four-component vector-sensor arrays. Int. J. Sens. Networks 19(3/4): 171-180 (2015) - [j6]Xiao-Feng Gong, Xiulin Wang, Qiu-Hua Lin:
Generalized Non-Orthogonal Joint Diagonalization With LU Decomposition and Successive Rotations. IEEE Trans. Signal Process. 63(5): 1322-1334 (2015) - 2012
- [j5]Xiao-Feng Gong, Ke Wang, Qiu-Hua Lin, Zhiwen Liu, Yougen Xu:
Simultaneous Source Localization and Polarization Estimation via Non-Orthogonal Joint Diagonalization with Vector-Sensors. Sensors 12(3): 3394-3417 (2012) - 2011
- [j4]Xiao-Feng Gong, Zhiwen Liu, Yougen Xu:
Direction finding via biquaternion matrix diagonalization with vector-sensors. Signal Process. 91(4): 821-831 (2011) - [j3]Xiao-Feng Gong, Zhiwen Liu, Yougen Xu:
Coherent Source Localization: Bicomplex Polarimetric Smoothing with Electromagnetic Vector-Sensors. IEEE Trans. Aerosp. Electron. Syst. 47(3): 2268-2285 (2011) - 2009
- [j2]Xiao-Feng Gong, Zhiwen Liu, Yougen Xu, Muhammad Ishtiaq Ahmad:
Direction-of-arrival estimation via twofold mode-projection. Signal Process. 89(5): 831-842 (2009) - 2008
- [j1]Xiao-Feng Gong, Zhiwen Liu, Yougen Xu:
Quad-Quaternion MUSIC for DOA Estimation Using Electromagnetic Vector Sensors. EURASIP J. Adv. Signal Process. 2008 (2008)
Conference and Workshop Papers
- 2024
- [c31]Guo-Zhao Liao, Xiao-Feng Gong, Qiu-Hua Lin:
Target Localization Based on Multistatic Mimo Radar via Double Coupled Canonical Polyadic Decomposition. ICASSP 2024: 6845-6849 - [c30]Xin-Tong Liu, Xiao-Feng Gong, Dong Zhao, Qiu-Hua Lin:
An Adaptive Algorithm for Tracking Third-Order Coupled Canonical Polyadic Decomposition. ICASSP 2024: 6855-6859 - 2023
- [c29]Yue Han, Qiu-Hua Lin, Li-Dan Kuang, Ying-Guang Hao, Wei-Xing Li, Xiao-Feng Gong, Vince D. Calhoun:
Extraction of One Time Point Dynamic Group Features via Tucker Decomposition of Multi-subject FMRI Data: Application to Schizophrenia. ICONIP (9) 2023: 518-527 - 2021
- [c28]Yue Han, Qiu-Hua Lin, Li-Dan Kuang, Xiao-Feng Gong, Fengyu Cong, Vince D. Calhoun:
Tucker Decomposition for Extracting Shared and Individual Spatial Maps from Multi-Subject Resting-State fMRI Data. ICASSP 2021: 1110-1114 - 2019
- [c27]Jia-Xing Yang, Xiao-Feng Gong, Gui-Chen Yu:
An Algebraic Algorithm for Joint Independent Subspace Analysis. ISNN (1) 2019: 399-408 - [c26]Yue Qiu, Qiu-Hua Lin, Li-Dan Kuang, Wen-Da Zhao, Xiao-Feng Gong, Fengyu Cong, Vince D. Calhoun:
Classification of Schizophrenia Patients and Healthy Controls Using ICA of Complex-Valued fMRI Data and Convolutional Neural Networks. ISNN (2) 2019: 540-547 - [c25]Jia-Xing Yang, Xiao-Feng Gong, Hui Li, Yougen Xu, Zhiwen Liu:
Using Coupled Multilinear Rank-(L, L, 1) Block Term Decomposition in Multi-Static-Multi-Pulse MIMO Radar to Localize Targets. ISNN (2) 2019: 565-574 - [c24]Jin-Wei Yang, Xiao-Feng Gong, Lu-Ming Wang, Qiu-Hua Lin:
Canonical Polyadic Decomposition with Constant Modulus Constraint: Application to Polarization Sensitive Array Processing. ISNN (2) 2019: 575-584 - [c23]Gui-Chen Yu, Xiao-Feng Gong, Jia-Cheng Jiang, Zhiwen Liu, Yougen Xu:
Wideband Direction Finding via Spatial Decimation and Coupled Canonical Polyadic Decomposition. ISNN (2) 2019: 585-594 - 2017
- [c22]Li-Dan Kuang, Qiu-Hua Lin, Xiao-Feng Gong, Fengyu Cong, Vince D. Calhoun:
Post-ICA phase de-noising for resting-state complex-valued FMRI data. ICASSP 2017: 856-860 - [c21]Li-Dan Kuang, Qiu-Hua Lin, Xiao-Feng Gong, Yong-Gang Chen, Fengyu Cong, Vince D. Calhoun:
Model order effects on independent vector analysis applied to complex-valued fMRI data. ISBI 2017: 81-84 - [c20]Ce Zhang, Qiu-Hua Lin, Chao-Ying Zhang, Ying-Guang Hao, Xiao-Feng Gong, Fengyu Cong, Vince D. Calhoun:
Comparison of Functional Network Connectivity and Granger Causality for Resting State fMRI Data. ISNN (2) 2017: 559-566 - 2016
- [c19]Li-Dan Kuang, Qiu-Hua Lin, Xiao-Feng Gong, Fengyu Cong, Vince D. Calhoun:
An adaptive fixed-point IVA algorithm applied to multi-subject complex-valued FMRI data. ICASSP 2016: 714-718 - [c18]Xiao-Feng Gong, Qiu-Hua Lin, Otto Debals, Nico Vervliet, Lieven De Lathauwer:
Coupled rank-(Lm, Ln, •) block term decomposition by coupled block simultaneous generalized Schur decomposition. ICASSP 2016: 2554-2558 - 2015
- [c17]Meijiao Ji, Xiao-Feng Gong, Qiu-Hua Lin:
A multi-set approach for direction finding based on spatially displaced electromagnetic vector-sensors. FSKD 2015: 1824-1828 - [c16]Yingliang Liu, Xiao-Feng Gong, Qiu-Hua Lin:
Non-orthogonal tensor diagonalization based on successive rotations and LU decomposition. ICNC 2015: 102-107 - 2014
- [c15]Xiao-Feng Gong, Cheng-Yuan Wang, Ya-Na Hao, Qiu-Hua Lin:
Combined independent component analysis and canonical polyadic decomposition via joint diagonalization. ChinaSIP 2014: 804-808 - [c14]Xiulin Wang, Xiao-Feng Gong, Qiu-Hua Lin:
A study on parallelization of successive rotation based joint diagonalization. DSP 2014: 807-811 - 2013
- [c13]Xiao-Feng Gong, Qiu-Hua Lin, Ke Wang:
Joint non-orthogonal joint diagonalization based on LU decomposition and Jacobi scheme. ChinaSIP 2013: 25-29 - [c12]Li-Dan Kuang, Qiu-Hua Lin, Xiao-Feng Gong, Jing Fan, Fengyu Cong, Vince D. Calhoun:
Multi-subject fMRI data analysis: Shift-invariant tensor factorization vs. group independent component analysis. ChinaSIP 2013: 269-272 - [c11]Xiao-Feng Gong, Ya-Na Hao, Qiu-Hua Lin:
Joint canonical polyadic decomposition of two tensors with one shared loading matrix. MLSP 2013: 1-6 - 2012
- [c10]Ke Wang, Xiao-Feng Gong, Qiu-Hua Lin:
Complex Non-Orthogonal Joint Diagonalization Based on LU and LQ Decompositions. LVA/ICA 2012: 50-57 - [c9]Xiao-Feng Gong, Ke Wang, Qiu-Hua Lin:
Complex non-orthogonal joint diagonalization with successive givens and hyperbolic rotations. ICASSP 2012: 1889-1892 - [c8]Long Li, Qiu-Hua Lin, Xiao-Feng Gong:
Speech separation based on semi-blind kurtosis maximization with magnitude and energy distance. iCAST 2012: 50-53 - 2011
- [c7]Xiaoming Gou, Yougen Xu, Zhiwen Liu, Xiao-Feng Gong:
Capon beamformer for acoustic vector sensor arrays using biquaternions. iCAST 2011: 28-31 - [c6]Xirui Zhang, Zhiwen Liu, Yougen Xu, Xiao-Feng Gong:
Adaptive fourth-order tensor beamformer. iCAST 2011: 481-484 - [c5]Jian-Gang Lin, Qiu-Hua Lin, Xiao-Feng Gong:
A semi-blind negentropy maximization algorithm for enhancing a specific speech. ICNC 2011: 401-405 - [c4]Xiao-Feng Gong, Qiu-Hua Lin:
Spatially constrained parallel factor analysis for semi-blind beamforming. ICNC 2011: 416-420 - [c3]Qiu-Hua Lin, Jia-Cheng Wang, Xiao-Feng Gong, Jian-Lin Wu, Jun-Yu Chen, Vince D. Calhoun:
Semi-blind kurtosis maximization algorithm applied to complex-valued fMRI data. MLSP 2011: 1-6 - 2010
- [c2]Xiao-Feng Gong, Qiu-Hua Lin:
Speech Separation via Parallel Factor Analysis of Cross-Frequency Covariance Tensor. LVA/ICA 2010: 65-72 - [c1]Qiu-Hua Lin, Li-Dan Wang, Jian-Gang Lin, Xiao-Feng Gong:
Constrained Complex-Valued ICA without Permutation Ambiguity Based on Negentropy Maximization. LVA/ICA 2010: 271-278
Informal and Other Publications
- 2021
- [i2]Lu-Ming Wang, Ya-Nan Wang, Xiao-Feng Gong, Qiu-Hua Lin, Fei Xiang:
A Coupled Random Projection Approach to Large-Scale Canonical Polyadic Decomposition. CoRR abs/2105.04084 (2021) - 2013
- [i1]Xiao-Feng Gong, Cheng-Yuan Wang, Ya-Na Hao, Qiu-Hua Lin:
Fifth-order canonical polyadic decomposition with partial symmetry via joint diagonalization for combined independent component analysis and canonical / Parallel factor analysis. CoRR abs/1311.1040 (2013)
Coauthor Index
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