Xiao-Feng Gong

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 24

Top Topics

Granger Causality

Decomposition Algorithm

Source Separation

Convolutional Neural Networks

Top Venues

IEEE Trans. Medical Imaging

IEEE Trans. Signal Process.

Publications

Guo-Zhao Liao, Xiao-Feng Gong, Qiu-Hua Lin
Target Localization Based on Multistatic Mimo Radar via Double Coupled Canonical Polyadic Decomposition. ICASSP (2024)
Xin-Tong Liu, Xiao-Feng Gong, Dong Zhao, Qiu-Hua Lin
An Adaptive Algorithm for Tracking Third-Order Coupled Canonical Polyadic Decomposition. ICASSP (2024)
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 (2024)
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)
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) (2022)
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 (2022)
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)
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 (2021)
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) (2020)
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)
Jia-Xing Yang, Xiao-Feng Gong, Gui-Chen Yu
An Algebraic Algorithm for Joint Independent Subspace Analysis. ISNN (1) (2019)
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)
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)
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)
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 (2019)
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 (2019)
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) (2018)
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 (2018)
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) (2018)
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)
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)
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)
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)
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)
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) (2015)
Yingliang Liu, Xiao-Feng Gong, Qiu-Hua Lin
Non-orthogonal tensor diagonalization based on successive rotations and LU decomposition. ICNC (2015)
Meijiao Ji, Xiao-Feng Gong, Qiu-Hua Lin
A multi-set approach for direction finding based on spatially displaced electromagnetic vector-sensors. FSKD (2015)
Xiao-Feng Gong, Xiu-Lin Wang, Qiu-Hua Lin
Generalized Non-Orthogonal Joint Diagonalization With LU Decomposition and Successive Rotations. IEEE Trans. Signal Process. 63 (5) (2015)
Xiu-Lin Wang, Xiao-Feng Gong, Qiu-Hua Lin
A study on parallelization of successive rotation based joint diagonalization. DSP (2014)
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)
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)
Xiao-Feng Gong, Qiu-Hua Lin, Ke Wang
Joint non-orthogonal joint diagonalization based on LU decomposition and Jacobi scheme. ChinaSIP (2013)
Xiao-Feng Gong, Ya-Na Hao, Qiu-Hua Lin
Joint canonical polyadic decomposition of two tensors with one shared loading matrix. MLSP (2013)
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 (2013)
Long Li, Qiu-Hua Lin, Xiao-Feng Gong
Speech separation based on semi-blind kurtosis maximization with magnitude and energy distance. iCAST (2012)
Xiao-Feng Gong, Ke Wang, Qiu-Hua Lin
Complex non-orthogonal joint diagonalization with successive givens and hyperbolic rotations. ICASSP (2012)
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) (2012)
Ke Wang, Xiao-Feng Gong, Qiu-Hua Lin
Complex Non-Orthogonal Joint Diagonalization Based on LU and LQ Decompositions. LVA/ICA (2012)
Xiaoming Gou, Yougen Xu, Zhiwen Liu, Xiao-Feng Gong
Capon beamformer for acoustic vector sensor arrays using biquaternions. iCAST (2011)
Jian-Gang Lin, Qiu-Hua Lin, Xiao-Feng Gong
A semi-blind negentropy maximization algorithm for enhancing a specific speech. ICNC (2011)
Xiao-Feng Gong, Qiu-Hua Lin
Spatially constrained parallel factor analysis for semi-blind beamforming. ICNC (2011)
Xiao-Feng Gong, Zhiwen Liu, Yougen Xu
Direction finding via biquaternion matrix diagonalization with vector-sensors. Signal Process. 91 (4) (2011)
Xiao-Feng Gong, Zhiwen Liu, Yougen Xu
Coherent Source Localization: Bicomplex Polarimetric Smoothing with Electromagnetic Vector-Sensors. IEEE Trans. Aerosp. Electron. Syst. 47 (3) (2011)
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)
Xirui Zhang, Zhiwen Liu, Yougen Xu, Xiao-Feng Gong
Adaptive fourth-order tensor beamformer. iCAST (2011)
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)
Xiao-Feng Gong, Qiu-Hua Lin
Speech Separation via Parallel Factor Analysis of Cross-Frequency Covariance Tensor. LVA/ICA (2010)
Xiao-Feng Gong, Zhiwen Liu, Yougen Xu, Muhammad Ishtiaq Ahmad
Direction-of-arrival estimation via twofold mode-projection. Signal Process. 89 (5) (2009)
Xiao-Feng Gong, Zhiwen Liu, Yougen Xu
Quad-Quaternion MUSIC for DOA Estimation Using Electromagnetic Vector Sensors. EURASIP J. Adv. Signal Process. 2008 (2008)