Kill a Bird with Two Stones: Closing the Convergence Gaps in Non-Strongly Convex Optimization by Directly Accelerated SVRG with Double Compensation and Snapshots.

[BibT_eX]

[DOI]

Yuanyuan Liu

Fanhua Shang

Weixin An

Hongying Liu

Zhouchen Lin

Proceedings of the International Conference on Machine Learning, 2022

Multi Recursive Residual Dense Attention GAN for Perceptual Image Super Resolution.

[BibT_eX]

[DOI]

Proceedings of the Intelligence Science IV, 2022

HNO: High-Order Numerical Architecture for ODE-Inspired Deep Unfolding Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Differentially Private ADMM Algorithms for Machine Learning.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2021

Deep Fuzzy Graph Convolutional Networks for PolSAR Imagery Pixelwise Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Graph Convolutional Networks by Architecture Search for PolSAR Image Classification.

[BibT_eX]

[DOI]

Remote. Sens., 2021

Accelerated Variance Reduction Stochastic ADMM for Large-Scale Machine Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Constrained Optimization Involving Nonconvex 𝓁p Norms: Optimality Conditions, Algorithm and Convergence.

[BibT_eX]

[DOI]

CoRR, 2021

Learned Interpretable Residual Extragradient ISTA for Sparse Coding.

[BibT_eX]

[DOI]

CoRR, 2021

Quantized Neural Networks via {-1, +1} Encoding Decomposition and Acceleration.

[BibT_eX]

[DOI]

CoRR, 2021

Recognizing lung cancer and stages using a self-developed electronic nose system.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2021

A Novel Learned Primal-Dual Network for Image Compressive Sensing.

[BibT_eX]

[DOI]

IEEE Access, 2021

Efficient Asynchronous Semi-Stochastic Block Coordinate Descent Methods for Large-Scale SVD.

[BibT_eX]

[DOI]

IEEE Access, 2021

Principal component analysis in the stochastic differential privacy model.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Progressive Semantic Matching for Video-Text Retrieval.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Research on the Application of Computer Big Data Algorithms in Artificial Intelligence Technology.

[BibT_eX]

[DOI]

Hongying Liu

Proceedings of the CONF-CDS 2021: The 2nd International Conference on Computing and Data Science, 2021

Segmentation of Pulmonary Nodules Based on Improved UNet++.

[BibT_eX]

[DOI]

Li Dong

Hongying Liu

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.

[BibT_eX]

[DOI]

Hongying Liu

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.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Learned Extragradient ISTA with Interpretable Residual Structures for Sparse Coding.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Sparse Manifold-Regularized Neural Networks for Polarimetric SAR Terrain Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

VR-SGD: A Simple Stochastic Variance Reduction Method for Machine Learning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

Stochastic Recursive Gradient Support Pursuit and Its Sparse Representation Applications.

[BibT_eX]

[DOI]

Sensors, 2020

Hybrid Network with Attention Mechanism for Detection and Location of Myocardial Infarction Based on 12-Lead Electrocardiogram Signals.

[BibT_eX]

[DOI]

Sensors, 2020

Semi-Supervised Deep Metric Learning Networks for Classification of Polarimetric SAR Data.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Projections onto the Intersection of a One-Norm Ball or Sphere and a Two-Norm Ball or Sphere.

[BibT_eX]

[DOI]

Hongying Liu

Hao Wang

Mengmeng Song

J. Optim. Theory Appl., 2020

Boosting Gradient for White-Box Adversarial Attacks.

[BibT_eX]

[DOI]

CoRR, 2020

A Single Frame and Multi-Frame Joint Network for 360-degree Panorama Video Super-Resolution.

[BibT_eX]

[DOI]

CoRR, 2020

Video Super Resolution Based on Deep Learning: A comprehensive survey.

[BibT_eX]

[DOI]

CoRR, 2020

Recognizing lung cancer using a homemade e-nose: A comprehensive study.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2020

SSCV-GANs: Semi-Supervised Complex-Valued GANs for PolSAR Image Classification.

[BibT_eX]

[DOI]

IEEE Access, 2020

2019

A Novel Framework with High Diagnostic Sensitivity for Lung Cancer Detection by Electronic Nose.

[BibT_eX]

[DOI]

Sensors, 2019

Fast Semisupervised Classification Using Histogram-Based Density Estimation for Large-Scale Polarimetric SAR Data.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2019

Efficient Relaxed Gradient Support Pursuit for Sparsity Constrained Non-convex Optimization.

[BibT_eX]

[DOI]

CoRR, 2019

A unified approach for projections onto the intersection of 𝓁1 and 𝓁2 balls or spheres.

[BibT_eX]

[DOI]

Hongying Liu

Hao Wang

Mengmeng Song

CoRR, 2019

CU-Net: Cascaded U-Net with Loss Weighted Sampling for Brain Tumor Segmentation.

[BibT_eX]

[DOI]

CoRR, 2019

CU-Net: Cascaded U-Net with Loss Weighted Sampling for Brain Tumor Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy, 2019

signADAM++: Learning Confidences for Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

Efficient Parallel Stochastic Variance Reduction Algorithms for Large-Scale SVD.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

A Novel Deep Framework for Change Detection of Multi-source Heterogeneous Images.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

A Stochastic Variance Reduced Extragradient Method for Sparse Machine Learning Problems.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

Loopless Semi-Stochastic Gradient Descent with Less Hard Thresholding for Sparse Learning.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

A Parallel Strategies for 2-D Lifting Wavelet Transform Using GPU.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2018

Terrain classification based on spatial multi-attribute graph using Polarimetric SAR data.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2018

Detection of Mycobacterium Tuberculosis in Ziehl-Neelsen Sputum Smear Images.

[BibT_eX]

[DOI]

Proceedings of the 11th International Congress on Image and Signal Processing, 2018

2017

Superpixel-Based Multiple Local CNN for Panchromatic and Multispectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Deep Fully Convolutional Network-Based Spatial Distribution Prediction for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Polarimetric SAR Feature Extraction With Neighborhood Preservation-Based Deep Learning.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Semisupervised PolSAR Image Classification Based on Improved Cotraining.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Hongying Liu

Caixia Yi

Zhiming Yang

Signal Process., 2017

Unsupervised saliency-guided SAR image change detection.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Fast Classification for Large Polarimetric SAR Data Based on Refined Spatial-Anchor Graph.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2017

Hierarchical Sparse Bayesian Learning with Beta Process Priors for Hyperspectral Imagery Restoration.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2017

Facial age estimation through self-paced learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Visual Communications and Image Processing, 2017

Age Estimation via Pose-Invariant 3D Face Alignment Feature in 3 Streams of CNN.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017

Hyperspectral image classification based on stacked marginal discriminative autoencoder.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 10th International Congress on Image and Signal Processing, 2017

Medical image mosaic based on low-overlapping regions.

[BibT_eX]

[DOI]

Proceedings of the 10th International Congress on Image and Signal Processing, 2017

Semi-Supervised Classification Based on SAGA for PolSAR Images.

[BibT_eX]

[DOI]

Proceedings of the Bio-inspired Computing: Theories and Applications, 2017

2016

Achieving Optimal Traffic Engineering Using a Generalized Routing Framework.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2016

Multiple Kernel Learning Based on Discriminative Kernel Clustering for Hyperspectral Band Selection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

Class-Level Joint Sparse Representation for Multifeature-Based Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Semisupervised Feature Extraction With Neighborhood Constraints for Polarimetric SAR Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Large Polarimetric SAR Data Semi-Supervised Classification With Spatial-Anchor Graph.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Classification and saliency detection by semi-supervised low-rank representation.

[BibT_eX]

[DOI]

Pattern Recognit., 2016

Hierarchical semantic model and scattering mechanism based PolSAR image classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2016

Unsupervised High-Level Feature Extraction of SAR Imagery With Structured Sparsity Priors and Incremental Dictionary Learning.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2016

Weighted multifeature hyperspectral image classification via kernel joint sparse representation.

[BibT_eX]

[DOI]

Neurocomputing, 2016

SAR image target recognition via Complementary Spatial Pyramid Coding.

[BibT_eX]

[DOI]

Neurocomputing, 2016

New classifier based on compressed dictionary and LS-SVM.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Fast semi-supervised classification based on parallel auction graph for polarimetric SAR data.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Terrain classification with Polarimetric SAR based on Deep Sparse Filtering Network.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Optimization of Complex Structure Based on Human-Computer Interaction Method.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 9th International Congress on Image and Signal Processing, 2016

An automatic red blood cell counting method based on spectral images.

[BibT_eX]

[DOI]

Proceedings of the 9th International Congress on Image and Signal Processing, 2016

A multi-dimensional microscopic imaging system and reconstruction methods.

[BibT_eX]

[DOI]

Proceedings of the 9th International Congress on Image and Signal Processing, 2016

An improved SAM algorithm for red blood cells and white blood cells segmentation.

[BibT_eX]

[DOI]

Proceedings of the 9th International Congress on Image and Signal Processing, 2016

Image Compression Based on Genetic Algorithm and Deep Neural Network.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2015

Hyperspectral Image Classification by Spatial-Spectral Derivative-Aided Kernel Joint Sparse Representation.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Fast Multifeature Joint Sparse Representation for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2015

A Three-Component Fisher-Based Feature Weighting Method for Supervised PolSAR Image Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2015

A Family of Stable Multipath Dual Congestion Control Algorithms.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2015

Polarimetric Hierarchical Semantic Model and Scattering Mechanism Based PolSAR Image Classification.

[BibT_eX]

[DOI]

CoRR, 2015

A bottleneck-free model for P4P.

[BibT_eX]

[DOI]

Ying Liu

Shenglin Zhang

Hongying Liu

Sci. China Inf. Sci., 2015

Semi-supervised classification based on anchor-spatial graph for large polarimetric SAR data.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

AOTF based molecular hyperspectral imaging system and its image pre-processing method.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Biomedical Engineering and Informatics, 2015

2014

Semi-supervised classification via kernel low-rank representation graph.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2014

Improve the performance of co-training by committee with refinement of class probability estimations.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Leukocyte cells identification and quantitative morphometry based on molecular hyperspectral imaging technology.

[BibT_eX]

[DOI]

Comput. Medical Imaging Graph., 2014

A Molecular Hyperspectral Imaging System Based on Acousto-optic Tunable Filter for Quantitative Observation of Nerve Fiber.

[BibT_eX]

Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2014

Unsupervised classification of polarimetric SAR images integrating color features.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

A preprocessing algorithm for hyperspectral images of vessels.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Biomedical Engineering and Informatics, 2014

2013

Correlated Noise Reduction for Electromagnetic Analysis.

[BibT_eX]

[DOI]

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2013

Max-Min Rate Control on Traffic in Broadband Multibeam Satellite Communications Systems.

[BibT_eX]

[DOI]

Hongying Liu

Zhiming Yang

Zhigang Cao

IEEE Commun. Lett., 2013

Utility function of TCP Reno under precise end-to-end drop probability.

[BibT_eX]

[DOI]

Ying Liu

He Li

Hongying Liu

Sci. China Inf. Sci., 2013

An Improved Cooperative Model of P2P and ISP.

[BibT_eX]

[DOI]

Ying Liu

Shenglin Zhang

Hongying Liu

Proceedings of the Frontiers in Internet Technologies, 2013

2012

Design perfect reconstruction cosine-modulated filter bank by variable neighbourhood search-least-mean-square error.

[BibT_eX]

[DOI]

Hongying Liu

Zhiming Yang

Zhigang Cao

IET Signal Process., 2012

Routing On Demand: Toward the Energy-Aware Traffic Engineering with OSPF.

[BibT_eX]

[DOI]

Proceedings of the NETWORKING 2012, 2012

Image segmentation based on non-subsampled contourlet and normalized cut.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on Digital Image Processing, 2012

Microsopic hyperspectral imaging system used in rat skin analysis.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012

2011

LBMP: A Logarithm-Barrier-Based Multipath Protocol for Internet Traffic Management.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2011

The Switching Glitch Power Leakage Model.

[BibT_eX]

[DOI]

J. Softw., 2011

Two-point step-size iterative soft-thresholding method for sparse reconstruction.

[BibT_eX]

[DOI]

Hao Wang

Hongying Liu

Yong Xia

Int. J. Comput. Math., 2011

A Large Family of Multi-path Dual Congestion Control Algorithms

[BibT_eX]

[DOI]

CoRR, 2011

Sublingual vein extraction algorithm based on hyperspectral tongue imaging technology.

[BibT_eX]

[DOI]

Comput. Medical Imaging Graph., 2011

Analyzing credit evolution for credit-based incentive schemes in wireless mesh networks.

[BibT_eX]

[DOI]

Patrick Pak-Ching Lee

Hongying Liu

John Chi-Shing Lui

Proceedings of the 8th Annual IEEE Communications Society Conference on Sensor, 2011

One More Weight is Enough: Toward the Optimal Traffic Engineering with OSPF.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on Distributed Computing Systems, 2011

Electromagnetic Analysis Enhancement with Signal Processing Techniques (Poster).

[BibT_eX]

[DOI]

Hongying Liu

Yukiyasu Tsunoo

Satoshi Goto

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.

[BibT_eX]

[DOI]

Zhiming Yang

Zhigang Cao

Hongying Liu

IET Commun., 2010

Correlation Power Analysis Based on Switching Glitch Model.

[BibT_eX]

[DOI]

Proceedings of the Information Security Applications - 11th International Workshop, 2010

Hongying Liu

Bibliography

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