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Fu, Xiao

Co-Author Distance
Author ID: fu.xiao Recent zbMATH articles by "Fu, Xiao"
Published as: Fu, Xiao
Documents Indexed: 45 Publications since 2012
1 Contribution as Editor
Co-Authors: 73 Co-Authors with 46 Joint Publications
1,875 Co-Co-Authors
all top 5

Co-Authors

0 single-authored
19 Sidiropoulos, Nicholas D.
9 Hong, Mingyi
7 Huang, Kejun
6 Ma, Wing-Kin
4 Ibrahim, Shahana
4 Shrestha, Sagar
3 Kanatsoulis, Charilaos I.
3 Yang, Bo
2 Chang, Tsung-Hui
2 Han, Guanghua
2 Hu, Yuhan
2 Huang, Shaoxu
2 Liu, Shuchun
2 Liu, Xuesong
2 Lyu, Qi
2 Pu, Wenqiang
2 Qian, Cheng
2 Shi, Qingjiang
2 Sun, Haoran
2 Tan, Hao
2 Tranter, John H.
2 Yang, Ye
1 Akçakaya, Mehmet
1 Alevizos, Panos N.
1 Bletsas, Aggelos
1 Bro, Rasmus
1 Cai, Guolong
1 Cao, Jie
1 Chen, Xiangyi
1 Cheng, Qixiu
1 De Lathauwer, Lieven
1 Deng, Hua
1 Faloutsos, Christos
1 Gao, Cheng
1 Gong, Shijin
1 He, Jing
1 Hong, Dongxing
1 Huang, Gungyan
1 Huang, Lei
1 Kargas, Nikos
1 Li, Li
1 Li, Xingsen
1 Lin, Chengyu
1 Liu, Hongjie
1 Liu, Wangsheng
1 Liu, Zhiyuan
1 Ning, Gangmin
1 Palomar, Daniel Pérez
1 Pan, Qing
1 Papalexakis, Evangelos E.
1 Qi, Liangping
1 Qiu, Tianyu
1 Raich, Raviv
1 Ren, Yinzi
1 Shi, Yong
1 So, Anthony Man-Cho
1 Swami, Ananthram
1 Tan, Guofu
1 Timilsina, Subash
1 Vu, Trung-Hieu
1 Wai, Hoi-To
1 Wang, Jun
1 Wu, Ruiyuan
1 Xie, Junhao
1 Xie, Zhi-jun
1 Xing, Jiping
1 Yan, Jing
1 Yang, Guiqiu
1 Yi, Wendy
1 Yu, Philip S.
1 Zhang, Bin
1 Zhang, Guoyong
1 Zhao, Xile
all top 5

Serials

34 IEEE Transactions on Signal Processing
3 RAIRO. Operations Research
2 Mathematical Problems in Engineering
1 Physica A
1 Applied Mathematics and Computation
1 Economics Letters
1 Abstract and Applied Analysis
1 Discrete Dynamics in Nature and Society
1 Computational & Mathematical Methods in Medicine
1 Communications in Computer and Information Science
all top 5

Fields

30 Information and communication theory, circuits (94-XX)
11 Operations research, mathematical programming (90-XX)
6 Statistics (62-XX)
6 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
2 Computer science (68-XX)
1 General and overarching topics; collections (00-XX)
1 Combinatorics (05-XX)
1 Linear and multilinear algebra; matrix theory (15-XX)
1 Ordinary differential equations (34-XX)
1 Calculus of variations and optimal control; optimization (49-XX)
1 Numerical analysis (65-XX)
1 Quantum theory (81-XX)
1 Statistical mechanics, structure of matter (82-XX)
1 Biology and other natural sciences (92-XX)

Publications by Year

all cited Publications top 5 cited Publications

Citations contained in zbMATH Open

21 Publications have been cited 181 times in 162 Documents Cited by ▼ Year ▼
Tensor decomposition for signal processing and machine learning. Zbl 1415.94232
Sidiropoulos, Nicholas D.; de Lathauwer, Lieven; Fu, Xiao; Huang, Kejun; Papalexakis, Evangelos E.; Faloutsos, Christos
128
2017
Robust volume minimization-based matrix factorization for remote sensing and document clustering. Zbl 1414.94205
Fu, Xiao; Huang, Kejun; Yang, Bo; Ma, Wing-Kin; Sidiropoulos, Nicholas D.
8
2016
Blind separation of quasi-stationary sources: exploiting convex geometry in covariance domain. Zbl 1394.94194
Fu, Xiao; Ma, Wing-Kin; Huang, Kejun; Sidiropoulos, Nicholas D.
8
2015
Block-randomized stochastic proximal gradient for low-rank tensor factorization. Zbl 07590885
Fu, Xiao; Ibrahim, Shahana; Wai, Hoi-To; Gao, Cheng; Huang, Kejun
6
2020
Hyperspectral super-resolution: a coupled tensor factorization approach. Zbl 1415.94026
Kanatsoulis, Charilaos I.; Fu, Xiao; Sidiropoulos, Nicholas D.; Ma, Wing-Kin
4
2018
Joint tensor factorization and outlying slab suppression with applications. Zbl 1395.94106
Fu, Xiao; Huang, Kejun; Ma, Wing-Kin; Sidiropoulos, Nicholas D.; Bro, Rasmus
3
2015
Spectrum cartography via coupled block-term tensor decomposition. Zbl 07590991
Zhang, Guoyong; Fu, Xiao; Wang, Jun; Zhao, Xi-Le; Hong, Mingyi
3
2020
Emotion-based renewal strategies to promote cooperation in spatial prisoner’s dilemma games. Zbl 07704199
Fu, Xiao; Liu, Xuesong; Hu, Yuhan; Huang, Shaoxu
3
2023
Learning from hidden traits: joint factor analysis and latent clustering. Zbl 1414.94700
Yang, Bo; Fu, Xiao; Sidiropoulos, Nicholas D.
2
2017
Scalable and flexible multiview MAX-VAR canonical correlation analysis. Zbl 1414.94204
Fu, Xiao; Huang, Kejun; Hong, Mingyi; Sidiropoulos, Nicholas D.; So, Anthony Man-Cho
2
2017
Fast unit-modulus least squares with applications in beamforming. Zbl 1414.94624
Tranter, John; Sidiropoulos, Nicholas D.; Fu, Xiao; Swami, Ananthram
2
2017
Quantum behaved particle swarm optimization with neighborhood search for numerical optimization. Zbl 1299.90394
Fu, Xiao; Liu, Wangsheng; Zhang, Bin; Deng, Hua
2
2013
Stochastic mirror descent for low-rank tensor decomposition under non-Euclidean losses. Zbl 07911368
Pu, Wenqiang; Ibrahim, Shahana; Fu, Xiao; Hong, Mingyi
2
2022
Learning to optimize: training deep neural networks for interference management. Zbl 1414.90369
Sun, Haoran; Chen, Xiangyi; Shi, Qingjiang; Hong, Mingyi; Fu, Xiao; Sidiropoulos, Nicholas D.
1
2018
Inexact alternating optimization for phase retrieval in the presence of outliers. Zbl 1414.94486
Qian, Cheng; Fu, Xiao; Sidiropoulos, Nicholas D.; Huang, Lei; Xie, Junhao
1
2017
Tensors, learning, and “Kolmogorov extension” for finite-alphabet random vectors. Zbl 1415.94146
Kargas, Nikos; Sidiropoulos, Nicholas D.; Fu, Xiao
1
2018
Tensor-based channel estimation for dual-polarized massive MIMO systems. Zbl 1415.94206
Qian, Cheng; Fu, Xiao; Sidiropoulos, Nicholas D.; Yang, Ye
1
2018
Distance-based congestion pricing with day-to-day dynamic traffic flow evolution process. Zbl 1453.90043
Cheng, Qixiu; Xing, Jiping; Yi, Wendy; Liu, Zhiyuan; Fu, Xiao
1
2019
Supply chain partners’ decisions with heterogeneous marketing efforts considering consumer’s perception of quality. Zbl 1483.91118
Fu, Xiao; Liu, Shuchun; Han, Guanghua
1
2021
Tensor completion from regular sub-Nyquist samples. Zbl 07590734
Kanatsoulis, Charilaos I.; Fu, Xiao; Sidiropoulos, Nicholas D.; Akçakaya, Mehmet
1
2020
Penalty dual decomposition method for nonsmooth nonconvex optimization. II: Applications. Zbl 07591032
Shi, Qingjiang; Hong, Mingyi; Fu, Xiao; Chang, Tsung-Hui
1
2020
Emotion-based renewal strategies to promote cooperation in spatial prisoner’s dilemma games. Zbl 07704199
Fu, Xiao; Liu, Xuesong; Hu, Yuhan; Huang, Shaoxu
3
2023
Stochastic mirror descent for low-rank tensor decomposition under non-Euclidean losses. Zbl 07911368
Pu, Wenqiang; Ibrahim, Shahana; Fu, Xiao; Hong, Mingyi
2
2022
Supply chain partners’ decisions with heterogeneous marketing efforts considering consumer’s perception of quality. Zbl 1483.91118
Fu, Xiao; Liu, Shuchun; Han, Guanghua
1
2021
Block-randomized stochastic proximal gradient for low-rank tensor factorization. Zbl 07590885
Fu, Xiao; Ibrahim, Shahana; Wai, Hoi-To; Gao, Cheng; Huang, Kejun
6
2020
Spectrum cartography via coupled block-term tensor decomposition. Zbl 07590991
Zhang, Guoyong; Fu, Xiao; Wang, Jun; Zhao, Xi-Le; Hong, Mingyi
3
2020
Tensor completion from regular sub-Nyquist samples. Zbl 07590734
Kanatsoulis, Charilaos I.; Fu, Xiao; Sidiropoulos, Nicholas D.; Akçakaya, Mehmet
1
2020
Penalty dual decomposition method for nonsmooth nonconvex optimization. II: Applications. Zbl 07591032
Shi, Qingjiang; Hong, Mingyi; Fu, Xiao; Chang, Tsung-Hui
1
2020
Distance-based congestion pricing with day-to-day dynamic traffic flow evolution process. Zbl 1453.90043
Cheng, Qixiu; Xing, Jiping; Yi, Wendy; Liu, Zhiyuan; Fu, Xiao
1
2019
Hyperspectral super-resolution: a coupled tensor factorization approach. Zbl 1415.94026
Kanatsoulis, Charilaos I.; Fu, Xiao; Sidiropoulos, Nicholas D.; Ma, Wing-Kin
4
2018
Learning to optimize: training deep neural networks for interference management. Zbl 1414.90369
Sun, Haoran; Chen, Xiangyi; Shi, Qingjiang; Hong, Mingyi; Fu, Xiao; Sidiropoulos, Nicholas D.
1
2018
Tensors, learning, and “Kolmogorov extension” for finite-alphabet random vectors. Zbl 1415.94146
Kargas, Nikos; Sidiropoulos, Nicholas D.; Fu, Xiao
1
2018
Tensor-based channel estimation for dual-polarized massive MIMO systems. Zbl 1415.94206
Qian, Cheng; Fu, Xiao; Sidiropoulos, Nicholas D.; Yang, Ye
1
2018
Tensor decomposition for signal processing and machine learning. Zbl 1415.94232
Sidiropoulos, Nicholas D.; de Lathauwer, Lieven; Fu, Xiao; Huang, Kejun; Papalexakis, Evangelos E.; Faloutsos, Christos
128
2017
Learning from hidden traits: joint factor analysis and latent clustering. Zbl 1414.94700
Yang, Bo; Fu, Xiao; Sidiropoulos, Nicholas D.
2
2017
Scalable and flexible multiview MAX-VAR canonical correlation analysis. Zbl 1414.94204
Fu, Xiao; Huang, Kejun; Hong, Mingyi; Sidiropoulos, Nicholas D.; So, Anthony Man-Cho
2
2017
Fast unit-modulus least squares with applications in beamforming. Zbl 1414.94624
Tranter, John; Sidiropoulos, Nicholas D.; Fu, Xiao; Swami, Ananthram
2
2017
Inexact alternating optimization for phase retrieval in the presence of outliers. Zbl 1414.94486
Qian, Cheng; Fu, Xiao; Sidiropoulos, Nicholas D.; Huang, Lei; Xie, Junhao
1
2017
Robust volume minimization-based matrix factorization for remote sensing and document clustering. Zbl 1414.94205
Fu, Xiao; Huang, Kejun; Yang, Bo; Ma, Wing-Kin; Sidiropoulos, Nicholas D.
8
2016
Blind separation of quasi-stationary sources: exploiting convex geometry in covariance domain. Zbl 1394.94194
Fu, Xiao; Ma, Wing-Kin; Huang, Kejun; Sidiropoulos, Nicholas D.
8
2015
Joint tensor factorization and outlying slab suppression with applications. Zbl 1395.94106
Fu, Xiao; Huang, Kejun; Ma, Wing-Kin; Sidiropoulos, Nicholas D.; Bro, Rasmus
3
2015
Quantum behaved particle swarm optimization with neighborhood search for numerical optimization. Zbl 1299.90394
Fu, Xiao; Liu, Wangsheng; Zhang, Bin; Deng, Hua
2
2013
all cited Publications top 5 cited Publications
all top 5

Cited by 375 Authors

14 De Lathauwer, Lieven
7 Huang, Ting-Zhu
7 Vannieuwenhoven, Nick
7 Yang, Yuning
7 Zhao, Xile
6 Breiding, Paul
5 Domanov, Ignat
5 Gillis, Nicolas
5 Ng, Michael Kwok-Po
4 Chang, Shih Yu
4 Evert, Eric
4 Wei, Yimin
3 Behera, Ratikanta
3 Dreesen, Philippe
3 Ishteva, Mariya
3 Li, Hanyu
3 Ma, Tian-Hui
3 Pan, Junjun
3 Qi, Liqun
3 Solomonik, Edgar
3 Usevich, Konstantin
3 Vervliet, Nico
3 Zhang, Hao
2 Ang, Andersen Man Shun
2 Batselier, Kim
2 Beltrán, Carlos E.
2 Boussé, Martijn
2 Boyer, Rémy
2 Budzinskiy, Stanislav S.
2 Che, Maolin
2 Cichocki, Andrzej
2 Cui, Chunfeng
2 de Almeida, André L. F.
2 Debals, Otto
2 Favier, Gérard
2 Han, Deren
2 Huang, Zheng-Hai
2 Ji, Teng-Yu
2 Jiang, Tai-Xiang
2 Kolda, Tamara Gibson
2 Luo, Yuetian
2 Luo, ZiYan
2 Ma, Wing-Kin
2 Mao, Xianpeng
2 Raskutti, Garvesh
2 Sahoo, Jajati Keshari
2 Singh, Navjot
2 Sørensen, Mikael
2 Stanimirović, Predrag S.
2 Sun, Defeng
2 Sun, Will Wei
2 Wang, Mengyu
2 Wang, Qingsong
2 Yan, Hong
2 Yang, Jinghua
2 Yu, Yajie
2 Yuan, Ming
2 Zhang, Anru R.
2 Zheng, Yubang
2 Zniyed, Yassine
1 Abdolali, Maryam
1 Abo, Khamis Mahmoud
1 Ahadi Akhlaghi, Iman
1 Ahmadi-Asl, Salman
1 Ahmed, Talal
1 Ai, Lin
1 Alexandrov, Boian S.
1 Anandkumar, Anima
1 Apley, Daniel W.
1 Assoweh, Mohamed Ibrahim
1 Ataei, Masoud
1 Bachmayr, Markus
1 Bai, Minru
1 Bai, Xi
1 Bajwa, Waheed Uz Zaman
1 Ballard, Grey M.
1 Ballester-Ripoll, Rafael
1 Battaglino, Casey
1 Ben Arous, Gérard
1 Benesty, Jacob
1 Bermudez, José Carlos Moreira
1 Borsoi, Ricardo Augusto
1 Bozorgmanesh, Hassan
1 Brie, David
1 Bu, Changjiang
1 Cai, Changxiao
1 Cai, Hanqin
1 Cao, Jianting
1 Cardoso, Jose Vinicius de Miranda
1 Casanellas Rius, Marta
1 Cazzaniga, Alberto
1 Çelik, Türkü Özlüm
1 Chang, Chin-Chen
1 Chang, Jingya
1 Chen, Chuan
1 Chen, Ciwen
1 Chen, Juefei
1 Chen, Kun-Yung
1 Chen, Shengyuan
1 Chen, Xiaoliang
...and 275 more Authors
all top 5

Cited in 76 Serials

20 SIAM Journal on Matrix Analysis and Applications
7 SIAM Journal on Scientific Computing
6 Numerical Linear Algebra with Applications
5 Journal of Scientific Computing
5 Linear Algebra and its Applications
5 Computational and Applied Mathematics
5 Journal of Machine Learning Research (JMLR)
5 SIAM Journal on Imaging Sciences
4 Applied Mathematics and Computation
4 Journal of Computational and Applied Mathematics
4 Neural Computation
3 Journal of Optimization Theory and Applications
3 Machine Learning
3 Computational Optimization and Applications
3 Advances in Computational Mathematics
3 SIAM Journal on Mathematics of Data Science
2 Information Sciences
2 Journal of the American Statistical Association
2 Annals of Operations Research
2 Journal of Global Optimization
2 SIAM Journal on Optimization
2 Mathematical Problems in Engineering
2 Journal of Industrial and Management Optimization
2 Inverse Problems and Imaging
2 Communications on Applied Mathematics and Computation
1 Computer Methods in Applied Mechanics and Engineering
1 Linear and Multilinear Algebra
1 ACM Transactions on Mathematical Software
1 BIT
1 Calcolo
1 Numerische Mathematik
1 Operations Research
1 Circuits, Systems, and Signal Processing
1 Acta Applicandae Mathematicae
1 Computational Mechanics
1 International Journal of Approximate Reasoning
1 Asia-Pacific Journal of Operational Research
1 Applied Mathematics Letters
1 Multidimensional Systems and Signal Processing
1 The Annals of Applied Probability
1 Numerical Algorithms
1 Computational Mathematics and Mathematical Physics
1 Applied Mathematical Modelling
1 SIAM Review
1 International Journal of Robust and Nonlinear Control
1 Journal of Mathematical Imaging and Vision
1 ETNA. Electronic Transactions on Numerical Analysis
1 Optimization Methods & Software
1 Taiwanese Journal of Mathematics
1 Data Mining and Knowledge Discovery
1 Discrete Dynamics in Nature and Society
1 Communications in Nonlinear Science and Numerical Simulation
1 Lobachevskii Journal of Mathematics
1 RAIRO. Operations Research
1 International Journal of Nonlinear Sciences and Numerical Simulation
1 Foundations of Computational Mathematics
1 Journal of Applied Mathematics and Computing
1 Analysis and Applications (Singapore)
1 Acta Numerica
1 Journal of Statistical Mechanics: Theory and Experiment
1 Mathematical Biosciences and Engineering
1 Inverse Problems in Science and Engineering
1 Frontiers of Mathematics in China
1 Statistical Analysis and Data Mining
1 The Annals of Applied Statistics
1 Revista de la Real Academia de Ciencias Exactas, Físicas y Naturales. Serie A: Matemáticas. RACSAM
1 Journal of Computational and Graphical Statistics
1 Symmetry
1 Wiley Interdisciplinary Reviews. WIREs Computational Statistics
1 Numerical Algebra, Control and Optimization
1 Forum of Mathematics, Sigma
1 Computer Science Review
1 Arnold Mathematical Journal
1 Annals of Applied Mathematics
1 SIAM Journal on Applied Algebra and Geometry
1 Stat
all top 5

Cited in 25 Fields

97 Linear and multilinear algebra; matrix theory (15-XX)
72 Numerical analysis (65-XX)
42 Computer science (68-XX)
34 Operations research, mathematical programming (90-XX)
30 Statistics (62-XX)
17 Information and communication theory, circuits (94-XX)
8 Approximations and expansions (41-XX)
8 Differential geometry (53-XX)
7 Algebraic geometry (14-XX)
7 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
6 Calculus of variations and optimal control; optimization (49-XX)
4 Biology and other natural sciences (92-XX)
4 Systems theory; control (93-XX)
3 Probability theory and stochastic processes (60-XX)
2 Combinatorics (05-XX)
2 Commutative algebra (13-XX)
2 Operator theory (47-XX)
2 Quantum theory (81-XX)
1 Field theory and polynomials (12-XX)
1 Ordinary differential equations (34-XX)
1 Functional analysis (46-XX)
1 Convex and discrete geometry (52-XX)
1 Mechanics of deformable solids (74-XX)
1 Fluid mechanics (76-XX)
1 Statistical mechanics, structure of matter (82-XX)

Citations by Year