Xiao Fu
Title
Cited by
Cited by
Year
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
10492017
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
4552017
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
2982018
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 iná…, 2017
2272017
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
1342019
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
922015
Blind separation of quasi-stationary sources: Exploiting convex geometry in covariance domain
X Fu, WK Ma, K Huang, ND Sidiropoulos
IEEE Transactions on Signal Processing 63 (9), 2306-2320, 2015
922015
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
822018
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
812016
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
592016
On identifiability of nonnegative matrix factorization
X Fu, K Huang, ND Sidiropoulos
IEEE Signal Processing Letters 25 (3), 328-332, 2018
582018
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
582015
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
572019
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
502015
Anchor-free correlated topic modeling: Identifiability and algorithm
K Huang, X Fu, ND Sidiropoulos
arXiv preprint arXiv:1611.05010, 2016
432016
Penalty dual decomposition method for nonsmooth nonconvex optimization
Q Shi, M Hong, X Fu, TH Chang
arXiv preprint arXiv:1712.04767, 2017
402017
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
402017
Translation invariant word embeddings
K Huang, M Gardner, E Papalexakis, C Faloutsos, N Sidiropoulos, ...
Proceedings of the 2015 Conference on Empirical Methods in Natural Languageá…, 2015
362015
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
332017
Learning from hidden traits: Joint factor analysis and latent clustering
B Yang, X Fu, ND Sidiropoulos
IEEE Transactions on Signal Processing 65 (1), 256-269, 2017
302017
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Articles 1–20