Zhenqiu Shu

IEEE Trans. Big Data, June, 2025

Deep Cross-Modal Hashing With Ranking Learning for Noisy Labels.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, April, 2025

Semantic Feature Graph Consistency with Contrastive Cluster Assignments for Multilingual Document Clustering.

[BibT_eX]

[DOI]

ACM Trans. Asian Low Resour. Lang. Inf. Process., January, 2025

Dual Feature Aggregation Network for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2025

Efficient Attention Transformer Network With Self-Similarity Feature Enhancement for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Yuyang Wang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

scGANSL: Graph Attention Network with Subspace Learning for scRNA-seq Data Clustering.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2025

Time-frequency perception guided multi-level contrastive learning for rotating machinery fault diagnosis.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2025

Self-supervised disentangled representation learning with distribution alignment for multi-view clustering.

[BibT_eX]

[DOI]

Teng Sun

Digit. Signal Process., 2025

Decoupled GNNs based on multi-view contrastive learning for scRNA-seq data clustering.

[BibT_eX]

[DOI]

Briefings Bioinform., 2025

Ambiguous Instance-Aware Contrastive Network with Multi-Level Matching for Multi-View Document Clustering.

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Proxy-Based Graph Convolutional Hashing for Cross-Modal Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, August, 2024

Supervised adaptive similarity consistent latent representation hashing.

[BibT_eX]

[DOI]

Neurocomputing, February, 2024

Robust online hashing with label semantic enhancement for cross-modal retrieval.

[BibT_eX]

[DOI]

Pattern Recognit., January, 2024

Dual attention transformer network for hyperspectral image classification.

[BibT_eX]

[DOI]

Yuyang Wang

Eng. Appl. Artif. Intell., January, 2024

Two-stage zero-shot sparse hashing with missing labels for cross-modal retrieval.

[BibT_eX]

[DOI]

Pattern Recognit., 2024

Zero-shot discrete hashing with adaptive class correlation for cross-modal retrieval.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2024

Structure-guided feature and cluster contrastive learning for multi-view clustering.

[BibT_eX]

[DOI]

Neurocomputing, 2024

View-interactive attention information alignment-guided fusion for incomplete multi-view clustering.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2024

Unpaired robust hashing with noisy labels for zero-shot cross-modal retrieval.

[BibT_eX]

[DOI]

Kailing Yong

Eng. Appl. Artif. Intell., 2024

Online hashing with partially known labels for cross-modal retrieval.

[BibT_eX]

[DOI]

Li Li

Eng. Appl. Artif. Intell., 2024

Multi-level multi-view network based on structural contrastive learning for scRNA-seq data clustering.

[BibT_eX]

[DOI]

Briefings Bioinform., 2024

Deep supervision network with contrastive learning for zero-shot sketch-based image retrieval.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2024

HCMHS: High-Order SNP Interactions Detection Based on Hierarchical Clustering and Multi-Task Harmony Search Algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

Adaptive semi-paired query hashing for multi-modal retrieval.

[BibT_eX]

[DOI]

Digit. Signal Process., November, 2023

Robust Dual-Graph Regularized Deep Matrix Factorization for Multi-view Clustering.

[BibT_eX]

[DOI]

Neural Process. Lett., October, 2023

Multi-view clustering via label-embedded regularized NMF with dual-graph constraints.

[BibT_eX]

[DOI]

Neurocomputing, September, 2023

Online supervised collective matrix factorization hashing for cross-modal retrieval.

[BibT_eX]

[DOI]

Appl. Intell., June, 2023

Mixed noise face hallucination via adaptive weighted residual and nuclear-norm regularization.

[BibT_eX]

[DOI]

Songze Tang

Appl. Intell., May, 2023

Dual local learning regularized NMF with sparse and orthogonal constraints.

[BibT_eX]

[DOI]

Appl. Intell., April, 2023

Robust supervised matrix factorization hashing with application to cross-modal retrieval.

[BibT_eX]

[DOI]

Neural Comput. Appl., March, 2023

Spatial-Spectral Split Attention Residual Network for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

2022

Adaptive Graph Regularized Deep Semi-nonnegative Matrix Factorization for Data Representation.

[BibT_eX]

[DOI]

Neural Process. Lett., 2022

Robust Graph Regularized NMF with Dissimilarity and Similarity Constraints for ScRNA-seq Data Clustering.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2022

Robust Generalized Labeled Multi-Bernoulli Filter and Smoother for Multiple Target Tracking using Variational Bayesian.

[BibT_eX]

[DOI]

KSII Trans. Internet Inf. Syst., 2022

Specific class center guided deep hashing for cross-modal retrieval.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Discrete asymmetric zero-shot hashing with application to cross-modal retrieval.

[BibT_eX]

[DOI]

Neurocomputing, 2022

Hadamard matrix-guided multi-modal hashing for multi-modal retrieval.

[BibT_eX]

[DOI]

Digit. Signal Process., 2022

Adaptive multi-modal fusion hashing via Hadamard matrix.

[BibT_eX]

[DOI]

Appl. Intell., 2022

Correntropy-based dual graph regularized nonnegative matrix factorization with L<sub>p</sub> smoothness for data representation.

[BibT_eX]

[DOI]

Appl. Intell., 2022

2021

Multi-resolution dictionary collaborative representation for face recognition.

[BibT_eX]

[DOI]

Zhen Liu

Xiaojun Wu

Pattern Anal. Appl., 2021

Weighted Discriminative Sparse Representation for Image Classification.

[BibT_eX]

[DOI]

Neural Process. Lett., 2021

Dual local learning regularized nonnegative matrix factorization and its semi-supervised extension for clustering.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2021

Deep semi-nonnegative matrix factorization with elastic preserving for data representation.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2021

Locality-Constrained Collaborative Representation with Multi-resolution Dictionary for Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

2020

Rank-constrained nonnegative matrix factorization for data representation.

[BibT_eX]

[DOI]

Inf. Sci., 2020

Adaptive Online Multi-modal Hashing via Hadamard Matrix.

[BibT_eX]

[DOI]

Jun Yu

Donglin Zhang

CoRR, 2020

Graph Regularized Constrained Non-Negative Matrix Factorization With Lₚ Smoothness for Image Representation.

[BibT_eX]

[DOI]

IEEE Access, 2020

Locally Consistent Constrained Concept Factorization with L<sub>p</sub> Smoothness for Image Representation.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - Third Chinese Conference, 2020

2019

Sparsity augmented discriminative sparse representation for face recognition.

[BibT_eX]

[DOI]

Zhen Liu

Pattern Anal. Appl., 2019

Discriminative Feature Learning via Sparse Autoencoders with Label Consistency Constraints.

[BibT_eX]

[DOI]

Cong Hu

Neural Process. Lett., 2019

Bagging deep convolutional autoencoders trained with a mixture of real data and GAN-generated data.

[BibT_eX]

[DOI]

Cong Hu

KSII Trans. Internet Inf. Syst., 2019

Edge Detection With Chroma Components of Video Frame Based on Local Autocorrelation.

[BibT_eX]

[DOI]

IEEE Access, 2019

The Optimal Graph Regularized Sparse Coding with Application to Image Representation.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - Second Chinese Conference, 2019

Concept Factorization with Optimal Graph Learning for Data Representation.

[BibT_eX]

[DOI]

Proceedings of the Image and Graphics - 10th International Conference, 2019

2018

Structure Preserving Sparse Coding for Data Representation.

[BibT_eX]

[DOI]

Cong Hu

Neural Process. Lett., 2018

Locality-regularized linear regression discriminant analysis for feature extraction.

[BibT_eX]

[DOI]

Inf. Sci., 2018

Multiple Graph Regularized Concept Factorization With Adaptive Weights.

[BibT_eX]

[DOI]

IEEE Access, 2018

Hyper-graph Regularized Multi-view Matrix Factorization for Vehicle Identification.

[BibT_eX]

[DOI]

Proceedings of the Cloud Computing and Security - 4th International Conference, 2018

2017

Parameter-less Auto-weighted multiple graph regularized Nonnegative Matrix Factorization for data representation.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2017

Local and global regularized concept factorization for image clustering.

[BibT_eX]

[DOI]

J. Electronic Imaging, 2017

Graph regularized multilayer concept factorization for data representation.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Multiple Laplacian graph regularised low-rank representation with application to image representation.

[BibT_eX]

[DOI]

IET Image Process., 2017

2016

Local and global regularized sparse coding for data representation.

[BibT_eX]

[DOI]

Neurocomputing, 2016

2015

Local regularization concept factorization and its semi-supervised extension for image representation.

[BibT_eX]

[DOI]

Chunxia Zhao

Pu Huang

Neurocomputing, 2015

Multilayer manifold and sparsity constrainted nonnegative matrix factorization for hyperspectral unmixing.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

AN ℓ1/2 regularized low-rank representation for hyperspectral imagery classification.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014

Constrained Sparse Concept Coding Algorithm with Application to Image Representation.

[BibT_eX]

[DOI]