Xiao Fu
According to our database^{1},
Xiao Fu
authored at least 84 papers
between 2012 and 2020.
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Bibliography
2020
IEEE Trans. Signal Process., 2020
Penalty Dual Decomposition Method for Nonsmooth Nonconvex Optimization  Part II: Applications.
IEEE Trans. Signal Process., 2020
Nonlinear Multiview Analysis: Identifiability and Neural NetworkAssisted Implementation.
IEEE Trans. Signal Process., 2020
IEEE Trans. Signal Process., 2020
IEEE Trans. Signal Process., 2020
Topology Identification of Directed Graphs via Joint Diagonalization of Correlation Matrices.
IEEE Trans. Signal Inf. Process. over Networks, 2020
IEEE Trans. Geosci. Remote. Sens., 2020
Computing LargeScale Matrix and Tensor Decomposition With Structured Factors: A Unified Nonconvex Optimization Perspective.
IEEE Signal Process. Mag., 2020
IEEE Signal Process. Lett., 2020
Recovering Joint Probability of Discrete Random Variables from Pairwise Marginals.
CoRR, 2020
Nonconvex Optimization Tools for LargeScale Matrix and Tensor Decomposition with Structured Factors.
CoRR, 2020
LowComplexity LevenbergMarquardt Algorithm for Tensor Canonical Polyadic Decomposition.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
IEEE Trans. Signal Process., 2019
Efficient and Distributed Generalized Canonical Correlation Analysis for Big Multiview Data.
IEEE Trans. Knowl. Data Eng., 2019
Nonnegative Matrix Factorization for Signal and Data Analytics: Identifiability, Algorithms, and Applications.
IEEE Signal Process. Mag., 2019
IEEE Signal Process. Lett., 2019
IEEE Trans. Pattern Anal. Mach. Intell., 2019
IEEE J. Sel. Top. Signal Process., 2019
CoRR, 2019
CoRR, 2019
Multiuser Video Streaming Rate Adaptation: A Physical Layer ResourceAware Deep Reinforcement Learning Approach.
Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019
Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019
Detecting Overlapping and Correlated Communities without Pure Nodes: Identifiability and Algorithm.
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Blockrandomized Stochastic Proximal Gradient for Constrained Lowrank Tensor Factorization.
Proceedings of the IEEE International Conference on Acoustics, 2019
Lowcomplexity Proximal GaussNewton Algorithm for Nonnegative Matrix Factorization.
Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019
Stochastic Optimization for Coupled Tensor Decomposition with Applications in Statistical Learning.
Proceedings of the IEEE Data Science Workshop, 2019
Hyperspectral SuperResolution: A Coupled Nonnegative BlockTerm Tensor Decomposition Approach.
Proceedings of the 8th IEEE International Workshop on Computational Advances in MultiSensor Adaptive Processing, 2019
2018
IEEE Trans. Signal Process., 2018
IEEE Trans. Signal Process., 2018
IEEE Trans. Signal Process., 2018
IEEE Trans. Signal Process., 2018
IEEE Trans. Signal Process., 2018
Limited Feedback Channel Estimation in Massive MIMO With NonUniform Directional Dictionaries.
IEEE Trans. Signal Process., 2018
IEEE Signal Process. Lett., 2018
Learning Hidden Markov Models from Pairwise Cooccurrences with Applications to Topic Modeling.
CoRR, 2018
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018
Limited Feedback Double Directional Massive MIMO Channel Estimation: From LowRank Modeling to Deep Learning.
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018
Learning Hidden Markov Models from Pairwise Cooccurrences with Application to Topic Modeling.
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Hi, Bcd! Hybrid Inexact Block Coordinate Descent for Hyperspectral SuperResolution.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Hyperspectral SuperResolution Via Coupled Tensor Factorization: Identifiability and Algorithms.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
TensorBased Parameter Estimation of Double Directional Massive Mimo Channel with DualPolarized Antennas.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the ThirtySecond AAAI Conference on Artificial Intelligence, 2018
2017
IEEE Trans. Signal Process., 2017
IEEE Trans. Signal Process., 2017
IEEE Trans. Signal Process., 2017
IEEE Trans. Signal Process., 2017
IEEE Trans. Signal Process., 2017
CoRR, 2017
Nonuniform directional dictionarybased limited feedback for massive MIMO systems.
Proceedings of the 15th International Symposium on Modeling and Optimization in Mobile, 2017
Learning to optimize: Training deep neural networks for wireless resource management.
Proceedings of the 18th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2017
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
A stochastic maximumlikelihood framework for simplex structured matrix factorization.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Scalable and flexible MaxVar generalized canonical correlation analysis via alternating optimization.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in MultiSensor Adaptive Processing, 2017
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017
2016
IEEE Trans. Signal Process., 2016
Robust Volume MinimizationBased Matrix Factorization for Remote Sensing and Document Clustering.
IEEE Trans. Signal Process., 2016
IEEE Trans. Geosci. Remote. Sens., 2016
Robustness Analysis of Structured Matrix Factorization via SelfDictionary MixedNorm Optimization.
IEEE Signal Process. Lett., 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Efficient and Distributed Algorithms for LargeScale Generalized Canonical Correlations Analysis.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Robust volume minimizationbased matrix factorization via alternating optimization.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
2015
A Factor Analysis Framework for Power Spectra Separation and Multiple Emitter Localization.
IEEE Trans. Signal Process., 2015
Blind Separation of QuasiStationary Sources: Exploiting Convex Geometry in Covariance Domain.
IEEE Trans. Signal Process., 2015
IEEE Trans. Signal Process., 2015
SelfDictionary Sparse Regression for Hyperspectral Unmixing: Greedy Pursuit and Pure Pixel Search Are Related.
IEEE J. Sel. Top. Signal Process., 2015
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015
Proceedings of the 6th IEEE International Workshop on Computational Advances in MultiSensor Adaptive Processing, 2015
2014
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Tensorbased power spectra separation and emitter localization for cognitive radio.
Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014
Blind spectra separation and direction finding for cognitive radio using temporal correlationdomain ESPRIT.
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
A KhatriRao subspace approach to blind identification of mixtures of quasistationary sources.
Signal Process., 2013
Blind separation of convolutive mixtures of speech sources: Exploiting local sparsity.
Proceedings of the IEEE International Conference on Acoustics, 2013
Greedy algorithms for pure pixels identification in hyperspectral unmixing: A multiplemeasurement vector viewpoint.
Proceedings of the 21st European Signal Processing Conference, 2013
2012
A simple closedform solution for overdetermined blind separation of locally sparse quasistationary sources.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012