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Xiao Fu
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Tensor decomposition for signal processing and machine learning
ND Sidiropoulos, L De Lathauwer, X Fu, K Huang, EE Papalexakis, ...
IEEE Transactions on Signal Processing 65 (13), 3551-3582, 2017
12522017
Towards k-means-friendly spaces: Simultaneous deep learning and clustering
B Yang, X Fu, ND Sidiropoulos, M Hong
international conference on machine learning, 3861-3870, 2017
7232017
Learning to optimize: Training deep neural networks for interference management
H Sun, X Chen, Q Shi, M Hong, X Fu, ND Sidiropoulos
IEEE Transactions on Signal Processing 66 (20), 5438-5453, 2018
4852018
Learning to optimize: Training deep neural networks for wireless resource management
H Sun, X Chen, Q Shi, M Hong, X Fu, ND Sidiropoulos
2017 IEEE 18th International Workshop on Signal Processing Advances in …, 2017
3182017
Nonnegative matrix factorization for signal and data analytics: Identifiability, algorithms, and applications.
X Fu, K Huang, ND Sidiropoulos, WK Ma
IEEE Signal Process. Mag. 36 (2), 59-80, 2019
1992019
Hyperspectral super-resolution: A coupled tensor factorization approach
CI Kanatsoulis, X Fu, ND Sidiropoulos, WK Ma
IEEE Transactions on Signal Processing 66 (24), 6503-6517, 2018
1392018
Blind Separation of Quasi-Stationary Sources: Exploiting Convex Geometry in Covariance Domain.
X Fu, WK Ma, K Huang, ND Sidiropoulos
IEEE Trans. Signal Processing 63 (9), 2306-2320, 2015
1072015
Robust volume minimization-based matrix factorization for remote sensing and document clustering
X Fu, K Huang, B Yang, WK Ma, ND Sidiropoulos
IEEE Transactions on Signal Processing 64 (23), 6254-6268, 2016
1022016
Data-driven learning-based optimization for distribution system state estimation
AS Zamzam, X Fu, ND Sidiropoulos
IEEE Transactions on Power Systems 34 (6), 4796-4805, 2019
1002019
Self-dictionary sparse regression for hyperspectral unmixing: Greedy pursuit and pure pixel search are related
X Fu, WK Ma, TH Chan, JM Bioucas-Dias
IEEE Journal of Selected Topics in Signal Processing 9 (6), 1128-1141, 2015
90*2015
On identifiability of nonnegative matrix factorization
X Fu, K Huang, ND Sidiropoulos
IEEE Signal Processing Letters 25 (3), 328-332, 2018
802018
Semiblind hyperspectral unmixing in the presence of spectral library mismatches
X Fu, WK Ma, JM Bioucas-Dias, TH Chan
IEEE Transactions on Geoscience and Remote Sensing 54 (9), 5171-5184, 2016
782016
Fast unit-modulus least squares with applications in beamforming
J Tranter, ND Sidiropoulos, X Fu, A Swami
IEEE Transactions on Signal Processing 65 (11), 2875-2887, 2017
602017
Joint tensor factorization and outlying slab suppression with applications
X Fu, K Huang, WK Ma, ND Sidiropoulos, R Bro
IEEE Transactions on Signal Processing 63 (23), 6315-6328, 2015
532015
Anchor-free correlated topic modeling: Identifiability and algorithm
K Huang, X Fu, ND Sidiropoulos
Advances in Neural Information Processing Systems 29, 2016
522016
Hyperspectral Super-Resolution via Interpretable Block-Term Tensor Modeling
M Ding, X Fu, TZ Huang, J Wang, XL Zhao
IEEE Journal of Selected Topics in Signal Processing, 2020
44*2020
Efficient and distributed generalized canonical correlation analysis for big multiview data
X Fu, K Huang, EE Papalexakis, HA Song, P Talukdar, ND Sidiropoulos, ...
IEEE Transactions on Knowledge and Data Engineering 31 (12), 2304-2318, 2018
41*2018
Tensor completion from regular sub-Nyquist samples
CI Kanatsoulis, X Fu, ND Sidiropoulos, M Akçakaya
IEEE Transactions on Signal Processing 68, 1-16, 2019
402019
Scalable and flexible multiview MAX-VAR canonical correlation analysis
X Fu, K Huang, M Hong, ND Sidiropoulos, AMC So
IEEE Transactions on Signal Processing 65 (16), 4150-4165, 2017
402017
A Factor Analysis Framework for Power Spectra Separation and Multiple Emitter Localization
X Fu, ND Sidiropoulos, JH Tranter, WK Ma
IEEE Transactions on Signal Processing 63 (24), 6581-6594, 2015
40*2015
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Articles 1–20