Hongying Liu
Orcid: 0000-0001-5961-5569Affiliations:
- Tianjin University, Medical College, Tianjin, China
- Xidian University, School of Artificial Intelligence, Key Laboratory of Intelligent Perception and Image Understanding, Xi'an, China
- Waseda University, Graduate School of Information, Production and Systems, Tokyo, Japan (PhD 2012)
According to our database1,
Hongying Liu
authored at least 105 papers
between 2010 and 2025.
Collaborative distances:
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Bibliography
2025
FedSWA: Improving Generalization in Federated Learning with Highly Heterogeneous Data via Momentum-Based Stochastic Controlled Weight Averaging.
CoRR, July, 2025
IEEE J. Biomed. Health Informatics, June, 2025
IEEE Trans. Neural Networks Learn. Syst., March, 2025
Beyond Background Shift: Rethinking Instance Replay in Continual Semantic Segmentation.
CoRR, March, 2025
CoRR, March, 2025
Distillation guided deep unfolding network with frequency hierarchical regularization for low-dose CT image denoising.
Neurocomputing, 2025
Beyond Background Shift: Rethinking Instance Replay in Continual Semantic Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025
Unsupervised Degradation Representation Aware Transform for Real-World Blind Image Super-Resolution.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
2024
IEEE Trans. Neural Networks Learn. Syst., December, 2024
Accelerated Stochastic Variance Reduction Gradient Algorithms for Robust Subspace Clustering.
Sensors, June, 2024
Inf. Fusion, February, 2024
A single frame and multi-frame joint network for 360-degree panorama video super-resolution.
Eng. Appl. Artif. Intell., 2024
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
FedBCGD: Communication-Efficient Accelerated Block Coordinate Gradient Descent for Federated Learning.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
A 3D Unsupervised Domain Adaptation Framework Combining Style Translation and Self-training for Abdominal Organs Segmentation.
Proceedings of the Fast, Low-Resource, Accurate Robust Organ and Pan-cancer Segmentation, 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
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
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 - 5th IFIP TC 12 International Conference, 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
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
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
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
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
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
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
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
Hyperspectral image classification based on stacked marginal discriminative autoencoder.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the Bio-inspired Computing: Theories and Applications, 2017
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
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
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
2014
Knowl. Based Syst., 2014
Improve the performance of co-training by committee with refinement of class probability estimations.
Neurocomputing, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2013
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2013
2011
Proceedings of the Information Security and Privacy - 16th Australasian Conference, 2011
2010
Proceedings of the Information Security Applications - 11th International Workshop, 2010