Guoxu Zhou
Orcid: 0000-0003-1187-577X
According to our database1,
Guoxu Zhou authored at least 152 papers
between 2009 and 2026.
Collaborative distances:
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Bibliography
2026
Priority-based task offloading of cooperative edge computing for security monitoring IoT system.
Wirel. Networks, April, 2026
IEEE Trans. Emerg. Top. Comput. Intell., April, 2026
Predefined-Time Dynamic Self-Triggered Approximate Optimal Control of Autonomous Surface Vehicles With Disturbances.
IEEE Trans. Cybern., April, 2026
ViBE: Visual-to-M/EEG Brain Encoding via Spatio-Temporal VAE and Distribution-Aligned Projection.
CoRR, April, 2026
Appl. Intell., April, 2026
EANFIS: A Self Evolution-ANFIS Framework Integrated With Diffusion Model for Injection Molding Quality Prediction.
IEEE Trans. Fuzzy Syst., January, 2026
Adapting Domain-Aware Knowledge to Vision-Language Model for Zero-Shot Anomaly Detection.
IEEE Trans. Image Process., 2026
Localization Graph Generation Based Matrix Factorization for Incomplete Multi-View Clustering.
IEEE Trans. Emerg. Top. Comput., 2026
Pattern Recognit., 2026
Pattern Recognit., 2026
Neural Networks, 2026
Neural Networks, 2026
Neurocomputing, 2026
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026
2025
IEEE Internet Things J., October, 2025
CoRR, October, 2025
Model-Free Game-Based Dynamic Event-Driven Safety-Critical Control of Unknown Nonaffine Systems.
IEEE Trans. Circuits Syst. I Regul. Pap., September, 2025
IEEE Trans. Neural Networks Learn. Syst., March, 2025
IEEE Trans. Emerg. Top. Comput. Intell., February, 2025
Lightweightability Measurement and a General Lightweight Design Framework for On-Orbit Image Interpretation Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2025
IEEE Signal Process. Lett., 2025
Pattern Recognit., 2025
Gradient aware adaptive quantization: Locally uniform quantization with learnable clipping thresholds for globally non-uniform weights.
Neural Networks, 2025
Unifying complete and incomplete multi-view clustering through an information-theoretic generative model.
Neural Networks, 2025
Multi-view graph clustering with Dually Enhanced Tensor Rank Minimization and Diverse Separation of Inconsistent Information.
Neural Networks, 2025
Neural Networks, 2025
Neural Networks, 2025
Low-Rank, High-Order Tensor Completion via t- Product-Induced Tucker (tTucker) Decomposition.
Neural Comput., 2025
Towards spatio-temporal representation learning for EEG classification in motor imagery-based BCI system.
Knowl. Based Syst., 2025
J. Mach. Learn. Res., 2025
Neurocomputing, 2025
Neurocomputing, 2025
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025
Proceedings of the Forty-second International Conference on Machine Learning, 2025
Proceedings of the Forty-second International Conference on Machine Learning, 2025
STEPS: Sequential Probability Tensor Estimation for Text-to-Image Hard Prompt Search.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025
2024
An adaptive weighted self-representation method for incomplete multi-view clustering.
Int. J. Mach. Learn. Cybern., October, 2024
Towards efficient and accurate approximation: tensor decomposition based on randomized block Krylov iteration.
Signal Image Video Process., September, 2024
IEEE Trans. Syst. Man Cybern. Syst., July, 2024
Comprehensive Multiview Representation Learning via Deep Autoencoder-Like Nonnegative Matrix Factorization.
IEEE Trans. Neural Networks Learn. Syst., May, 2024
Signal Process., February, 2024
IEEE Trans. Neural Networks Learn. Syst., January, 2024
IEEE Trans. Knowl. Data Eng., January, 2024
Adaptive graph regularized non-negative Tucker decomposition for multiway dimensionality reduction.
Multim. Tools Appl., January, 2024
Cooperative Localization for UAV Systems From the Perspective of Physical Clock Synchronization.
IEEE J. Sel. Areas Commun., January, 2024
Tensor-Decomposition-Based Unified Representation Learning From Distinct Data Sources For Crater Detection.
IEEE Trans. Geosci. Remote. Sens., 2024
Neural Networks, 2024
Neural Networks, 2024
IEEE Geosci. Remote. Sens. Lett., 2024
Discovering More Effective Tensor Network Structure Search Algorithms via Large Language Models (LLMs).
CoRR, 2024
Generalized Tensor Decomposition for Understanding Multi-Output Regression under Combinatorial Shifts.
Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024
tnGPS: Discovering Unknown Tensor Network Structure Search Algorithms via Large Language Models (LLMs).
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Adversarially Robust Deep Multi-View Clustering: A Novel Attack and Defense Framework.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Knowl. Based Syst., December, 2023
Diverse Deep Matrix Factorization with Hypergraph Regularization for Multi-View Data Representation.
IEEE CAA J. Autom. Sinica, November, 2023
IEEE Trans. Neural Networks Learn. Syst., May, 2023
Graph-Regularized Non-Negative Tensor-Ring Decomposition for Multiway Representation Learning.
IEEE Trans. Cybern., May, 2023
Low tensor-ring rank completion: parallel matrix factorization with smoothness on latent space.
Neural Comput. Appl., March, 2023
Transformed Low-Rank Parameterization Can Help Robust Generalization for Tensor Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
2022
IEEE Trans. Neural Networks Learn. Syst., 2022
A Generalized Graph Regularized Non-Negative Tucker Decomposition Framework for Tensor Data Representation.
IEEE Trans. Cybern., 2022
Average Approximate Hashing-Based Double Projections Learning for Cross-Modal Retrieval.
IEEE Trans. Cybern., 2022
IEEE Trans. Cybern., 2022
Accommodating Multiple Tasks' Disparities With Distributed Knowledge-Sharing Mechanism.
IEEE Trans. Cybern., 2022
Spatial Information Regularized Tensor Decomposition Framework for Super-Resolution Reconstruction of Medical MRI and Radiographs.
IEEE Trans. Computational Imaging, 2022
IEEE Signal Process. Lett., 2022
IEEE Signal Process. Lett., 2022
Neural Networks, 2022
Neural Networks, 2022
A dynamic hypergraph regularized non-negative tucker decomposition framework for multiway data analysis.
Int. J. Mach. Learn. Cybern., 2022
A semi-supervised label-driven auto-weighted strategy for multi-view data classification.
Knowl. Based Syst., 2022
J. Vis. Commun. Image Represent., 2022
Toward Understanding Convolutional Neural Networks from Volterra Convolution Perspective.
J. Mach. Learn. Res., 2022
Contour information regularized tensor ring completion for realistic image restoration.
IET Image Process., 2022
CoRR, 2022
CoRR, 2022
Fast hypergraph regularized nonnegative tensor ring decomposition based on low-rank approximation.
Appl. Intell., 2022
A High-Order Tensor Completion Algorithm Based on Fully-Connected Tensor Network Weighted Optimization.
Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022
Multi-View Data Representation Via Deep Autoencoder-Like Nonnegative Matrix Factorization.
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the Artificial Intelligence - Second CAAI International Conference, 2022
2021
IEEE Trans. Neural Networks Learn. Syst., 2021
Improved Clock Parameters Tracking and Ranging Method Based on Two-Way Timing Stamps Exchange Mechanism.
IEEE Signal Process. Lett., 2021
Hierarchical Factorization Strategy for High-Order Tensor and Application to Data Completion.
IEEE Signal Process. Lett., 2021
Guaranteed Robust Tensor Completion via ∗L-SVD with Applications to Remote Sensing Data.
Remote. Sens., 2021
Multim. Tools Appl., 2021
IEEE J. Sel. Top. Signal Process., 2021
Understanding Convolutional Neural Networks from Theoretical Perspective via Volterra Convolution.
CoRR, 2021
Fast Hypergraph Regularized Nonnegative Tensor Ring Factorization Based on Low-Rank Approximation.
CoRR, 2021
2020
Eliminating the Permutation Ambiguity of Convolutive Blind Source Separation by Using Coupled Frequency Bins.
IEEE Trans. Neural Networks Learn. Syst., 2020
Projective Double Reconstructions Based Dictionary Learning Algorithm for Cross-Domain Recognition.
IEEE Trans. Image Process., 2020
EEG classification using sparse Bayesian extreme learning machine for brain-computer interface.
Neural Comput. Appl., 2020
Neurocomputing, 2020
IEEE Commun. Lett., 2020
Graph Regularized Nonnegative Tensor Ring Decomposition for Multiway Representation Learning.
CoRR, 2020
2019
IEEE Trans. Cybern., 2019
CoRR, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
Multi-kernel extreme learning machine for EEG classification in brain-computer interfaces.
Expert Syst. Appl., 2018
Learning the Hierarchical Parts of Objects by Deep Non-Smooth Nonnegative Matrix Factorization.
IEEE Access, 2018
Boosting Transfer Learning Improves Performance of Driving Drowsiness Classification Using EEG.
Proceedings of the 2018 International Workshop on Pattern Recognition in Neuroimaging, 2018
An Effective Tensor Completion Method Based on Multi-linear Tensor Ring Decomposition.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018
2017
Neurocomputing, 2017
CoRR, 2017
2016
Group Component Analysis for Multiblock Data: Common and Individual Feature Extraction.
IEEE Trans. Neural Networks Learn. Syst., 2016
IEEE Trans. Neural Networks Learn. Syst., 2016
IEEE Trans. Neural Networks Learn. Syst., 2016
Linked Component Analysis From Matrices to High-Order Tensors: Applications to Biomedical Data.
Proc. IEEE, 2016
Fast nonnegative tensor factorization based on accelerated proximal gradient and low-rank approximation.
Neurocomputing, 2016
Removal of EEG artifacts for BCI applications using fully Bayesian tensor completion.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
2015
IEEE Trans. Image Process., 2015
Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis.
IEEE Signal Process. Mag., 2015
Two Efficient Algorithms for Approximately Orthogonal Nonnegative Matrix Factorization.
IEEE Signal Process. Lett., 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
2014
IEEE Signal Process. Mag., 2014
Aggregation of Sparse Linear Discriminant analyses for Event-Related potential Classification in Brain-Computer Interface.
Int. J. Neural Syst., 2014
Frequency Recognition in SSVEP-Based BCI using Multiset Canonical Correlation Analysis.
Int. J. Neural Syst., 2014
Low-rank Approximation Based non-Negative Multi-Way Array Decomposition on Event-Related potentials.
Int. J. Neural Syst., 2014
Proceedings of the Advances in Neural Networks - ISNN 2014, 2014
Tensor-variate Gaussian processes regression and its application to video surveillance.
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
IEEE Trans. Neural Networks Learn. Syst., 2013
Kernelization of Tensor-Based Models for Multiway Data Analysis: Processing of Multidimensional Structured Data.
IEEE Signal Process. Mag., 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
IEEE Trans. Signal Process., 2012
IEEE Trans. Neural Networks Learn. Syst., 2012
IEEE Signal Process. Lett., 2012
CoRR, 2012
Sequential nonnegative tucker decomposition on multi-way array of time-frequency transformed event-related potentials.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012
Regularized CSP with Fisher's criterion to improve classification of single-trial ERPs for BCI.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012
Proceedings of the Eighth International Conference on Computational Intelligence and Security, 2012
2011
Online Blind Source Separation Using Incremental Nonnegative Matrix Factorization With Volume Constraint.
IEEE Trans. Neural Networks, 2011
IEEE Trans. Neural Networks, 2011
Minimum-Volume-Constrained Nonnegative Matrix Factorization: Enhanced Ability of Learning Parts.
IEEE Trans. Neural Networks, 2011
Symmetric Nonnegative Matrix Factorization: Algorithms and Applications to Probabilistic Clustering.
IEEE Trans. Neural Networks, 2011
IEEE Trans. Image Process., 2011
Multiway Canonical Correlation Analysis for Frequency Components Recognition in SSVEP-Based BCIs.
Proceedings of the Neural Information Processing - 18th International Conference, 2011
2009
IEEE Trans. Neural Networks, 2009
Neural Comput., 2009
Proceedings of the Fifth International Conference on Natural Computation, 2009
Proceedings of the Fifth International Conference on Natural Computation, 2009