Hongying Liu
Orcid: 0000-0001-5961-5569
According to our database1,
Hongying Liu
authored at least 139 papers
between 2010 and 2024.
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Bibliography
2024
Accelerated Stochastic Variance Reduction Gradient Algorithms for Robust Subspace Clustering.
Sensors, June, 2024
Inf. Fusion, February, 2024
IEEE Geosci. Remote. Sens. Lett., 2024
A single frame and multi-frame joint network for 360-degree panorama video super-resolution.
Eng. Appl. Artif. Intell., 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Polarimetric Synthetic Aperture Radar Image Classification Based on Double-Channel Convolution Network and Edge-Preserving Markov Random Field.
Remote. Sens., December, 2023
INFORMS J. Optim., October, 2023
On Local Minimizers of Nonconvex Homogeneous Quadratically Constrained Quadratic Optimization with at Most Two Constraints.
SIAM J. Optim., March, 2023
Sensors, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
A Single-Loop Accelerated Extra-Gradient Difference Algorithm with Improved Complexity Bounds for Constrained Minimax Optimization.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the 16th International Congress on Image and Signal Processing, 2023
2022
Efficient Gradient Support Pursuit With Less Hard Thresholding for Cardinality-Constrained Learning.
IEEE Trans. Neural Networks Learn. Syst., 2022
Asynchronous Parallel, Sparse Approximated SVRG for High-Dimensional Machine Learning.
IEEE Trans. Knowl. Data Eng., 2022
IEEE Trans. Inf. Forensics Secur., 2022
Loopless Variance Reduced Stochastic ADMM for Equality Constrained Problems in IoT Applications.
IEEE Internet Things J., 2022
Multi-label classification of fundus images with graph convolutional network and LightGBM.
Comput. Biol. Medicine, 2022
EfficientNet embedded with spatial attention for recognition of multi-label fundus disease from color fundus photographs.
Biomed. Signal Process. Control., 2022
Artif. Intell. Rev., 2022
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022
A Numerical DEs Perspective on Unfolded Linearized ADMM Networks for Inverse Problems.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022
Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022
Kill a Bird with Two Stones: Closing the Convergence Gaps in Non-Strongly Convex Optimization by Directly Accelerated SVRG with Double Compensation and Snapshots.
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Intelligence Science IV, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
IEEE Trans. Inf. Forensics Secur., 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Remote. Sens., 2021
IEEE Trans. Pattern Anal. Mach. Intell., 2021
Constrained Optimization Involving Nonconvex 𝓁<sub>p</sub> Norms: Optimality Conditions, Algorithm and Convergence.
CoRR, 2021
CoRR, 2021
Comput. Biol. Medicine, 2021
Efficient Asynchronous Semi-Stochastic Block Coordinate Descent Methods for Large-Scale SVD.
IEEE Access, 2021
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
Behavior Mimics Distribution: Combining Individual and Group Behaviors for Federated Learning.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Research on the Application of Computer Big Data Algorithms in Artificial Intelligence Technology.
Proceedings of the CONF-CDS 2021: The 2nd International Conference on Computing and Data Science, 2021
Proceedings of the 14th International Congress on Image and Signal Processing, 2021
Research on the Application of Big Data and Cloud Computing Technology in the Smart Course Selection System.
Proceedings of the AIAM 2021: 3rd International Conference on Artificial Intelligence and Advanced Manufacture, Manchester, United Kingdom, October 23, 2021
Large Motion Video Super-Resolution with Dual Subnet and Multi-Stage Communicated Upsampling.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Sparse Manifold-Regularized Neural Networks for Polarimetric SAR Terrain Classification.
IEEE Trans. Neural Networks Learn. Syst., 2020
IEEE Trans. Knowl. Data Eng., 2020
Stochastic Recursive Gradient Support Pursuit and Its Sparse Representation Applications.
Sensors, 2020
Hybrid Network with Attention Mechanism for Detection and Location of Myocardial Infarction Based on 12-Lead Electrocardiogram Signals.
Sensors, 2020
Semi-Supervised Deep Metric Learning Networks for Classification of Polarimetric SAR Data.
Remote. Sens., 2020
Projections onto the Intersection of a One-Norm Ball or Sphere and a Two-Norm Ball or Sphere.
J. Optim. Theory Appl., 2020
A Single Frame and Multi-Frame Joint Network for 360-degree Panorama Video Super-Resolution.
CoRR, 2020
Comput. Biol. Medicine, 2020
IEEE Access, 2020
2019
A Novel Framework with High Diagnostic Sensitivity for Lung Cancer Detection by Electronic Nose.
Sensors, 2019
Fast Semisupervised Classification Using Histogram-Based Density Estimation for Large-Scale Polarimetric SAR Data.
IEEE Geosci. Remote. Sens. Lett., 2019
Efficient Relaxed Gradient Support Pursuit for Sparsity Constrained Non-convex Optimization.
CoRR, 2019
A unified approach for projections onto the intersection of 𝓁<sub>1</sub> and 𝓁<sub>2</sub> balls or spheres.
CoRR, 2019
CoRR, 2019
Proceedings of the Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy, 2019
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019
A Stochastic Variance Reduced Extragradient Method for Sparse Machine Learning Problems.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019
Loopless Semi-Stochastic Gradient Descent with Less Hard Thresholding for Sparse Learning.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Proceedings of the 12th International Congress on Image and Signal Processing, 2019
2018
Semi-Supervised Tensorial Locally Linear Embedding for Feature Extraction Using PolSAR Data.
IEEE J. Sel. Top. Signal Process., 2018
Terrain classification based on spatial multi-attribute graph using Polarimetric SAR data.
Appl. Soft Comput., 2018
Proceedings of the 11th International Congress on Image and Signal Processing, 2018
2017
Superpixel-Based Multiple Local CNN for Panchromatic and Multispectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2017
Deep Fully Convolutional Network-Based Spatial Distribution Prediction for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2017
Polarimetric SAR Feature Extraction With Neighborhood Preservation-Based Deep Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Design perfect reconstruction cosine-modulated filter banks via quadratically constrained quadratic programming and least squares optimization.
Signal Process., 2017
Fast Classification for Large Polarimetric SAR Data Based on Refined Spatial-Anchor Graph.
IEEE Geosci. Remote. Sens. Lett., 2017
Hierarchical Sparse Bayesian Learning with Beta Process Priors for Hyperspectral Imagery Restoration.
IEICE Trans. Inf. Syst., 2017
Proceedings of the 2017 IEEE Visual Communications and Image Processing, 2017
Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017
Hyperspectral image classification based on stacked marginal discriminative autoencoder.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
An orthonormalized basis function algorithm based on wavelet analysis for Magnetic Anomaly Detection.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017
Proceedings of the 10th International Congress on Image and Signal Processing, 2017
Proceedings of the Bio-inspired Computing: Theories and Applications, 2017
2016
IEEE Trans. Parallel Distributed Syst., 2016
Multiple Kernel Learning Based on Discriminative Kernel Clustering for Hyperspectral Band Selection.
IEEE Trans. Geosci. Remote. Sens., 2016
Class-Level Joint Sparse Representation for Multifeature-Based Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Semisupervised Feature Extraction With Neighborhood Constraints for Polarimetric SAR Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Large Polarimetric SAR Data Semi-Supervised Classification With Spatial-Anchor Graph.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Pattern Recognit., 2016
Hierarchical semantic model and scattering mechanism based PolSAR image classification.
Pattern Recognit., 2016
Unsupervised High-Level Feature Extraction of SAR Imagery With Structured Sparsity Priors and Incremental Dictionary Learning.
IEEE Geosci. Remote. Sens. Lett., 2016
Weighted multifeature hyperspectral image classification via kernel joint sparse representation.
Neurocomputing, 2016
Neurocomputing, 2016
Fast semi-supervised classification based on parallel auction graph for polarimetric SAR data.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the Human-Computer Interaction. Theory, Design, Development and Practice, 2016
Blood cell segmentation based on the hybrid algorithm of spectral angle mapping and spectral information divergence.
Proceedings of the 9th International Congress on Image and Signal Processing, 2016
Proceedings of the 9th International Congress on Image and Signal Processing, 2016
Proceedings of the 9th International Congress on Image and Signal Processing, 2016
Proceedings of the 9th International Congress on Image and Signal Processing, 2016
Proceedings of the Bio-inspired Computing - Theories and Applications, 2016
2015
A Resample-Based SVA Algorithm for Sidelobe Reduction of SAR/ISAR Imagery With Noninteger Nyquist Sampling Rate.
IEEE Trans. Geosci. Remote. Sens., 2015
Hyperspectral Image Classification by Spatial-Spectral Derivative-Aided Kernel Joint Sparse Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Fast Multifeature Joint Sparse Representation for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2015
A Three-Component Fisher-Based Feature Weighting Method for Supervised PolSAR Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2015
J. Comput. Sci. Technol., 2015
Polarimetric Hierarchical Semantic Model and Scattering Mechanism Based PolSAR Image Classification.
CoRR, 2015
Semi-supervised classification based on anchor-spatial graph for large polarimetric SAR data.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
AOTF based molecular hyperspectral imaging system and its image pre-processing method.
Proceedings of the 8th International Conference on Biomedical Engineering and Informatics, 2015
2014
Knowl. Based Syst., 2014
Improve the performance of co-training by committee with refinement of class probability estimations.
Neurocomputing, 2014
Leukocyte cells identification and quantitative morphometry based on molecular hyperspectral imaging technology.
Comput. Medical Imaging Graph., 2014
A Molecular Hyperspectral Imaging System Based on Acousto-optic Tunable Filter for Quantitative Observation of Nerve Fiber.
Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the 7th International Conference on Biomedical Engineering and Informatics, 2014
2013
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2013
Max-Min Rate Control on Traffic in Broadband Multibeam Satellite Communications Systems.
IEEE Commun. Lett., 2013
Sci. China Inf. Sci., 2013
Proceedings of the Frontiers in Internet Technologies, 2013
2012
Design perfect reconstruction cosine-modulated filter bank by variable neighbourhood search-least-mean-square error.
IET Signal Process., 2012
Proceedings of the NETWORKING 2012, 2012
Proceedings of the Fourth International Conference on Digital Image Processing, 2012
Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012
2011
IEEE Trans. Parallel Distributed Syst., 2011
Int. J. Comput. Math., 2011
Sublingual vein extraction algorithm based on hyperspectral tongue imaging technology.
Comput. Medical Imaging Graph., 2011
Analyzing credit evolution for credit-based incentive schemes in wireless mesh networks.
Proceedings of the 8th Annual IEEE Communications Society Conference on Sensor, 2011
Proceedings of the 2011 International Conference on Distributed Computing Systems, 2011
Proceedings of the Information Security and Privacy - 16th Australasian Conference, 2011
2010
Link supportability analysis of digital channelised satellite communication system using min-max optimisation and variable neighbourhood search algorithm.
IET Commun., 2010
Proceedings of the Information Security Applications - 11th International Workshop, 2010