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Smooth PARAFAC Decomposition for Tensor Completion

IEEE transactions on signal processing, 2016-10, Vol.64 (20), p.5423-5436

2016

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Remote Sensing Image Reconstruction Using Tensor Ring Completion and Total Variation

IEEE transactions on geoscience and remote sensing, 2019-11, Vol.57 (11), p.8998-9009

2019

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Sparse Bayesian Classification of EEG for Brain-Computer Interface

IEEE transaction on neural networks and learning systems, 2016-11, Vol.27 (11), p.2256-2267

2016

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Bayesian Robust Tensor Factorization for Incomplete Multiway Data

IEEE transaction on neural networks and learning systems, 2016-04, Vol.27 (4), p.736-748

2016

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Linked Component Analysis From Matrices to High-Order Tensors: Applications to Biomedical Data

Proceedings of the IEEE, 2016-02, Vol.104 (2), p.310-331

2016

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Efficient Nonnegative Tucker Decompositions: Algorithms and Uniqueness

IEEE transactions on image processing, 2015-12, Vol.24 (12), p.4990-5003

2015

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Low Tensor-Ring Rank Completion by Parallel Matrix Factorization

IEEE transaction on neural networks and learning systems, 2021-07, Vol.32 (7), p.3020-3033

2021

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Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions

Foundations and trends in machine learning, 2016, Vol.9 (4-5), p.249-429

2016

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High-order tensor completion via gradient-based optimization under tensor train format

Signal processing. Image communication, 2019-04, Vol.73, p.53-61

2019

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Non-Local Meets Global: An Integrated Paradigm for Hyperspectral Denoising

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, p.6861-6870

2019

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Aggregation of sparse linear discriminant analyses for event-related potential classification in brain-computer interface

International journal of neural systems, 2014-02, Vol.24 (1), p.1450003

2014

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Correlated Component Analysis for Enhancing the Performance of SSVEP-Based Brain-Computer Interface

IEEE transactions on neural systems and rehabilitation engineering, 2018-05, Vol.26 (5), p.948-956

2018

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Architectured Leaf‐Inspired Ni0.33Co0.66S2/Graphene Aerogels via 3D Printing for High‐Performance Energy Storage

Advanced functional materials, 2018-12, Vol.28 (51), p.n/a

2018

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Rank minimization on tensor ring: an efficient approach for tensor decomposition and completion

Machine learning, 2020-03, Vol.109 (3), p.603-622

2020

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Construction and application of flow pressure drop model of perforated well considering pressure loss of perforation hole

Scientific reports, 2023-11, Vol.13 (1), p.19074-19074, Article 19074

2023

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Two-Stage Frequency Recognition Method Based on Correlated Component Analysis for SSVEP-Based BCI

IEEE transactions on neural systems and rehabilitation engineering, 2018-07, Vol.26 (7), p.1314-1323

2018

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Experimental study on the effect of quaternary ammonium salt + monoethylene glycol compound to methane hydrate agglomeration in oil-water system

Heliyon, 2024-02, Vol.10 (3), p.e25142-e25142, Article e25142

2024

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Tensor Recovery via L-Spectral k-Support Norm

IEEE journal of selected topics in signal processing, 2021-04, Vol.15 (3), p.522-534

2021

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CTNN: A Convolutional Tensor-Train Neural Network for Multi-Task Brainprint Recognition

IEEE transactions on neural systems and rehabilitation engineering, 2021, Vol.29, p.103-112

2021

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Fast nonnegative tensor factorization based on accelerated proximal gradient and low-rank approximation

Neurocomputing (Amsterdam), 2016-07, Vol.198, p.148-154

2016

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Spatial-Temporal Discriminant Analysis for ERP-Based Brain-Computer Interface

IEEE transactions on neural systems and rehabilitation engineering, 2013-03, Vol.21 (2), p.233-243

2013

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Hybrid Convolutional Neural Network for Localization of Epileptic Focus Based on iEEG

Neural plasticity, 2021, Vol.2021, p.6644365-9

2021

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Large-scale ordering of nanoparticles using viscoelastic shear processing

Nature communications, 2016-06, Vol.7 (1), p.11661-11661, Article 11661

2016

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Graph-Regularized Non-Negative Tensor-Ring Decomposition for Multiway Representation Learning

IEEE transactions on cybernetics, 2023-05, Vol.53 (5), p.3114-3127

2023

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Guaranteed Robust Tensor Completion via ∗L-SVD with Applications to Remote Sensing Data

Remote sensing (Basel, Switzerland), 2021-09, Vol.13 (18), p.3671

2021

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Smooth PARAFAC Decomposition for Tensor Completion

Remote Sensing Image Reconstruction Using Tensor Ring Completion and Total Variation

Sparse Bayesian Classification of EEG for Brain-Computer Interface

Bayesian Robust Tensor Factorization for Incomplete Multiway Data

Linked Component Analysis From Matrices to High-Order Tensors: Applications to Biomedical Data

Efficient Nonnegative Tucker Decompositions: Algorithms and Uniqueness

Low Tensor-Ring Rank Completion by Parallel Matrix Factorization

Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions

High-order tensor completion via gradient-based optimization under tensor train format

Non-Local Meets Global: An Integrated Paradigm for Hyperspectral Denoising

Aggregation of sparse linear discriminant analyses for event-related potential classification in brain-computer interface

Correlated Component Analysis for Enhancing the Performance of SSVEP-Based Brain-Computer Interface

Architectured Leaf‐Inspired Ni0.33Co0.66S2/Graphene Aerogels via 3D Printing for High‐Performance Energy Storage

Rank minimization on tensor ring: an efficient approach for tensor decomposition and completion

Construction and application of flow pressure drop model of perforated well considering pressure loss of perforation hole

Two-Stage Frequency Recognition Method Based on Correlated Component Analysis for SSVEP-Based BCI

Experimental study on the effect of quaternary ammonium salt + monoethylene glycol compound to methane hydrate agglomeration in oil-water system

Tensor Recovery via L-Spectral k-Support Norm

CTNN: A Convolutional Tensor-Train Neural Network for Multi-Task Brainprint Recognition

Fast nonnegative tensor factorization based on accelerated proximal gradient and low-rank approximation

Spatial-Temporal Discriminant Analysis for ERP-Based Brain-Computer Interface

Hybrid Convolutional Neural Network for Localization of Epileptic Focus Based on iEEG

Large-scale ordering of nanoparticles using viscoelastic shear processing

Graph-Regularized Non-Negative Tensor-Ring Decomposition for Multiway Representation Learning

Guaranteed Robust Tensor Completion via ∗L-SVD with Applications to Remote Sensing Data

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