Xiao Fu
Xiao Fu
Assistant Professor, EECS, Oregon State University
Verifierad e-postadress på oregonstate.edu - Startsida
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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
5662017
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
2212017
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
1362017
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
1252018
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
71*2015
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
582019
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
522016
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
462018
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
422016
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
412015
Translation invariant word embeddings
K Huang, M Gardner, E Papalexakis, C Faloutsos, N Sidiropoulos, ...
Proceedings of the 2015 Conference on Empirical Methods in Natural Language …, 2015
372015
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
362015
On identifiability of nonnegative matrix factorization
X Fu, K Huang, ND Sidiropoulos
IEEE Signal Processing Letters 25 (3), 328-332, 2018
342018
Anchor-free correlated topic modeling: Identifiability and algorithm
K Huang, X Fu, ND Sidiropoulos
Advances in Neural Information Processing Systems, 1786-1794, 2016
342016
Penalty Dual Decomposition Method For Nonsmooth Nonconvex Optimization—Part II: Applications
Q Shi, M Hong, X Fu, TH Chang
IEEE Transactions on Signal Processing, 2020
302020
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
282017
Joint power management and beamforming for base stations in cognitive radio systems
X Fu, J Wang, S Li
2009 6th International Symposium on Wireless Communication Systems, 403-407, 2009
282009
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
232017
Greedy algorithms for pure pixels identification in hyperspectral unmixing: A multiple-measurement vector viewpoint
X Fu, WK Ma, TH Chan, JM Bioucas-Dias, MD Iordache
21st European Signal Processing Conference (EUSIPCO 2013), 1-5, 2013
232013
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
212019
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Artiklar 1–20