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X
Xiao Fu
Oregon State University
32
H-index
192
Paper Count
6.3K
Citation Count
0
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Published Papers
22
Publication Date
Publication Date
Impact Factor
Citations
Hyperspectral Unmixing Under Endmember Variability: A Variational Inference Framework
IEEE Transactions on Computational Imaging
IF
4.8
2026-06-04
0
PRE
AI
Yuening Li; Xiao Fu; Junbin Liu; Wing-Kin Ma
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An LLM-assisted decision-making framework of rule-based control strategy for photovoltaic driven air conditioning systems
Energy
IF
9.4
2025-11-15
0
PRE
AI
Houpei Li; Xiao Fu; Kai Wang; Jinqing Peng
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Uncovering migration systems through spatio-temporal tensor co-clustering
SCIENTIFIC REPORTS
IF
3.9
2024-11-06
0
OA
AI
Almquist, Zack W.; Nguyen, Tri Duc; Sorensen, Mikael; Fu, Xiao; Sidiropoulos, Nicholas D.
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Finite-Sample Analysis of Deep CCA-Based Unsupervised Post-Nonlinear Multimodal Learning
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF
8.9
2023-11-01
1
PRE
AI
Lyu, Qi; Fu, Xiao
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Hyperspectral Denoising Using Unsupervised Disentangled Spatiospectral Deep Priors
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF
8.6
2022-01-01
26
OA
AI
Miao, Yu-Chun; Zhao, Xi-Le; Fu, Xiao; Wang, Jian-Li; Zheng, Yu-Bang
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Link Prediction Under Imperfect Detection: Collaborative Filtering for Ecological Networks
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF
10.4
2021-08-01
8
OA
AI
Fu, Xiao; Seo, Eugene; Clarke, Justin; Hutchinson, Rebecca A.
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Hyperspectral Super-Resolution via Interpretable Block-Term Tensor Modeling
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING
IF
13.7
2021-04-01
43
OA
AI
Ding, Meng; Fu, Xiao; Huang, Ting-Zhu; Wang, Jun; Zhao, Xi-Le
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Hyperspectral Super-Resolution via GlobalLocal Low-Rank Matrix Estimation
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF
8.6
2020-10-01
29
OA
AI
Wu, Ruiyuan; Ma, Wing-Kin; Fu, Xiao; Li, Qiang
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Computing Large-Scale Matrix and Tensor Decomposition With Structured Factors: A Unified Nonconvex Optimization Perspective
IEEE SIGNAL PROCESSING MAGAZINE
IF
9.6
2020-09-01
17
OA
AI
Fu, Xiao; Vervliet, Nico; De Lathauwer, Lieven; Huang, Kejun; Gillis, Nicolas
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On Recoverability of Randomly Compressed Tensors With Low CP Rank
ieee signal processing magazine
IF
3.9
2020-01-01
2
OA
AI
Ibrahim, Shahana; Fu, Xiao; Li, Xingguo
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Topology Identification of Directed Graphs via Joint Diagonalization of Correlation Matrices
IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
IF
4.9
2020-01-01
17
OA
AI
Shen, Yanning; Fu, Xiao; Giannakis, Georgios B.; Sidiropoulos, Nicholas D.
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Efficient and Distributed Generalized Canonical Correlation Analysis for Big Multiview Data
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF
10.4
2019-12-01
16
PRE
AI
Fu, Xiao; Huang, Kejun; Papalexakis, Evangelos E.; Song, Hyun Ah; Talukdar, Partha; Sidiropoulos, Nicholas D.; Faloutsos, Christos; Mitchell, Tom
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Data-Driven Learning-Based Optimization for Distribution System State Estimation
IEEE TRANSACTIONS ON POWER SYSTEMS
IF
7.2
2019-11-01
122
OA
AI
Zamzam, Ahmed S.; Fu, Xiao; Sidiropoulos, Nicholas D.
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Amplitude Retrieval for Channel Estimation of MIMO Systems With One-Bit ADCs
ieee signal processing magazine
IF
3.9
2019-11-01
14
OA
AI
Qian, Cheng; Fu, Xiao; Sidiropoulos, Nicholas D.
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Algebraic Channel Estimation Algorithms for FDD Massive MIMO Systems
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING
IF
13.7
2019-09-01
15
OA
AI
Qian, Cheng; Fu, Xiao; Sidiropoulos, Nikolaos D.
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Nonnegative Matrix Factorization for Signal and Data Analytics
IEEE SIGNAL PROCESSING MAGAZINE
IF
9.6
2019-03-01
183
OA
AI
Fu, Xiao; Huang, Kejun; Sidiropoulos, Nicholas D.; Ma, Wing-Kin
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On Identifiability of Nonnegative Matrix Factorization
ieee signal processing magazine
IF
3.9
2018-03-01
74
OA
AI
Fu, Xiao; Huang, Kejun; Sidiropoulos, Nicholas D.
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Robustness Analysis of Structured Matrix Factorization via Self-Dictionary Mixed-Norm Optimization
ieee signal processing magazine
IF
3.9
2016-01-01
15
PRE
AI
Fu, Xiao; Ma, Wing-Kin
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Self-Dictionary Sparse Regression for Hyperspectral Unmixing: Greedy Pursuit and Pure Pixel Search Are Related
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING
IF
13.7
2015-09-01
59
OA
AI
Fu, Xiao; Ma, Wing-Kin; Chan, Tsung-Han; Bioucas-Dias, Jose M.
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A Khatri-Rao subspace approach to blind identification of mixtures of quasi-stationary sources
SIGNAL PROCESSING
IF
3.6
2013-12-01
13
PRE
AI
Lee, Ka-Kit; Ma, Wing-Kin; Fu, Xiao; Chan, Tsung-Han; Chi, Chong-Yung
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Research Directions
No research directions
Co-authors
Cooperation Journals
G
Georgios B. Giannakis
H-index: 137 · Papers: 1.5K
C
Christos Faloutsos
H-index: 132 · Papers: 966
T
Tom M. Mitchell
H-index: 81 · Papers: 348
N
Nicholas D. Sidiropoulos
H-index: 67 · Papers: 534
J
José M. Bioucas‐Dias
H-index: 66 · Papers: 375
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