Zhenqiu Shu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 49

Top Topics

Data Representation

Matrix Factorization

Top Venues

Neural Process. Lett.

KSII Trans. Internet Inf. Syst.

Publications

Hongbin Wang, Rui Chen, Zhenqiu Shu, Yafei Zhang, Huafeng Li
Supervised adaptive similarity consistent latent representation hashing. Neurocomputing 570 (2024)
Zhenqiu Shu, Yunwei Luo, Yuxin Huang, Cunli Mao, Zhengtao Yu
View-interactive attention information alignment-guided fusion for incomplete multi-view clustering. Expert Syst. Appl. 252 (2024)
Kailing Yong, Zhenqiu Shu, Zhengtao Yu
Unpaired robust hashing with noisy labels for zero-shot cross-modal retrieval. Eng. Appl. Artif. Intell. 133 (2024)
Kailing Yong, Zhenqiu Shu, Hongbin Wang, Zhengtao Yu
Two-stage zero-shot sparse hashing with missing labels for cross-modal retrieval. Pattern Recognit. 155 (2024)
Zhenqiu Shu, Yuyang Wang, Zhengtao Yu
Dual attention transformer network for hyperspectral image classification. Eng. Appl. Artif. Intell. 127 (Part B) (2024)
Zhenqiu Shu, Bin Li, Cunli Mao, Shengxiang Gao, Zhengtao Yu
Structure-guided feature and cluster contrastive learning for multi-view clustering. Neurocomputing 582 (2024)
Li Li, Zhenqiu Shu, Zhengtao Yu, Xiaojun Wu
Robust online hashing with label semantic enhancement for cross-modal retrieval. Pattern Recognit. 145 (2024)
Kailing Yong, Zhenqiu Shu, Jun Yu, Zhengtao Yu
Zero-shot discrete hashing with adaptive class correlation for cross-modal retrieval. Knowl. Based Syst. 295 (2024)
Yibing Bai, Zhenqiu Shu, Jun Yu, Zhengtao Yu, Xiao-Jun Wu
Proxy-Based Graph Convolutional Hashing for Cross-Modal Retrieval. IEEE Trans. Big Data 10 (4) (2024)
Zhenqiu Shu, Li Li, Jun Yu, Donglin Zhang, Zhengtao Yu, Xiaojun Wu
Online supervised collective matrix factorization hashing for cross-modal retrieval. Appl. Intell. 53 (11) (2023)
Jun Yu, Wei Huang, Zuhe Li, Kunlin Li, Zhenqiu Shu, Qi Wang, Jinge Jiao
Adaptive semi-paired query hashing for multi-modal retrieval. Digit. Signal Process. 143 (2023)
Zhenqiu Shu, Kailing Yong, Donglin Zhang, Jun Yu, Zhengtao Yu, Xiaojun Wu
Robust supervised matrix factorization hashing with application to cross-modal retrieval. Neural Comput. Appl. 35 (9) (2023)
Zhenqiu Shu, Zigao Liu, Jun Zhou, Songze Tang, Zhengtao Yu, Xiaojun Wu
Spatial-Spectral Split Attention Residual Network for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Bin Li, Zhenqiu Shu, Yingbo Liu, Cunli Mao, Shengxiang Gao, Zhengtao Yu
Multi-view clustering via label-embedded regularized NMF with dual-graph constraints. Neurocomputing 551 (2023)
Songze Tang, Zhenqiu Shu
Mixed noise face hallucination via adaptive weighted residual and nuclear-norm regularization. Appl. Intell. 53 (10) (2023)
Zhenqiu Shu, Bin Li, Cong Hu, Zhengtao Yu, Xiaojun Wu
Robust Dual-Graph Regularized Deep Matrix Factorization for Multi-view Clustering. Neural Process. Lett. 55 (5) (2023)
Zhenqiu Shu, Furong Zuo, Wenli Wu, Congzhe You
Dual local learning regularized NMF with sparse and orthogonal constraints. Appl. Intell. 53 (7) (2023)
Jun Yu, Donglin Zhang, Zhenqiu Shu, Feng Chen
Adaptive multi-modal fusion hashing via Hadamard matrix. Appl. Intell. 52 (15) (2022)
Zhenqiu Shu, Kailing Yong, Jun Yu, Shengxiang Gao, Cunli Mao, Zhengtao Yu
Discrete asymmetric zero-shot hashing with application to cross-modal retrieval. Neurocomputing 511 (2022)
Zhenqiu Shu, Zonghui Weng, Zhengtao Yu, Cong-Zhe You, Zhen Liu, Songze Tang, Xiaojun Wu
smoothness for data representation. Appl. Intell. 52 (7) (2022)
Jun Yu, Wei Huang, Zuhe Li, Zhenqiu Shu, Liang Zhu
Hadamard matrix-guided multi-modal hashing for multi-modal retrieval. Digit. Signal Process. 130 (2022)
Peng Li, Wenhui Wang, Junda Qiu, Congzhe You, Zhenqiu Shu
Robust Generalized Labeled Multi-Bernoulli Filter and Smoother for Multiple Target Tracking using Variational Bayesian. KSII Trans. Internet Inf. Syst. 16 (3) (2022)
Zhenqiu Shu, Yibing Bai, Donglin Zhang, Jun Yu, Zhengtao Yu, Xiao-Jun Wu
Specific class center guided deep hashing for cross-modal retrieval. Inf. Sci. 609 (2022)
Zhenqiu Shu, Yanwu Sun, Jiali Tang, Cong-Zhe You
Adaptive Graph Regularized Deep Semi-nonnegative Matrix Factorization for Data Representation. Neural Process. Lett. 54 (6) (2022)
Zhenqiu Shu, Qinghan Long, Luping Zhang, Zhengtao Yu, Xiao-Jun Wu
Robust Graph Regularized NMF with Dissimilarity and Similarity Constraints for ScRNA-seq Data Clustering. J. Chem. Inf. Model. 62 (23) (2022)
Zhenqiu Shu, Xiao-Jun Wu, Cong Hu, Cong-Zhe You, Honghui Fan
Deep semi-nonnegative matrix factorization with elastic preserving for data representation. Multim. Tools Appl. 80 (2) (2021)
Zhen Liu, Xiao-Jun Wu, Zhenqiu Shu, Hefeng Yin, Zhe Chen
Weighted Discriminative Sparse Representation for Image Classification. Neural Process. Lett. 53 (3) (2021)
Zhen Liu, Xiaojun Wu, Hefeng Yin, Tianyang Xu, Zhenqiu Shu
Locality-Constrained Collaborative Representation with Multi-resolution Dictionary for Face Recognition. PRCV (1) (2021)
Zhen Liu, Xiaojun Wu, Zhenqiu Shu
Multi-resolution dictionary collaborative representation for face recognition. Pattern Anal. Appl. 24 (4) (2021)
Zhenqiu Shu, Yunmeng Zhang, Peng Li, Cong-Zhe You, Zhen Liu, Honghui Fan, Xiaojun Wu
Dual local learning regularized nonnegative matrix factorization and its semi-supervised extension for clustering. Neural Comput. Appl. 33 (11) (2021)
Zhenqiu Shu, Xiao-Jun Wu, Cong-Zhe You, Zhen Liu, Peng Li, Honghui Fan, Feiyue Ye
Rank-constrained nonnegative matrix factorization for data representation. Inf. Sci. 528 (2020)
Zonghui Weng, Zhenqiu Shu, Cong-Zhe You, Yunmeng Zhang, Xiao-Jun Wu
Smoothness for Image Representation. PRCV (2) (2020)
Jun Yu, Donglin Zhang, Zhenqiu Shu
Adaptive Online Multi-modal Hashing via Hadamard Matrix. CoRR (2020)
Zhenqiu Shu, Zonghui Weng, Yunmeng Zhang, Cong-Zhe You, Zhen Liu
Graph Regularized Constrained Non-Negative Matrix Factorization With Lₚ Smoothness for Image Representation. IEEE Access 8 (2020)
Zhen Liu, Xiao-Jun Wu, Zhenqiu Shu
Sparsity augmented discriminative sparse representation for face recognition. Pattern Anal. Appl. 22 (4) (2019)
Cong Hu, Xiao-Jun Wu, Zhenqiu Shu
Discriminative Feature Learning via Sparse Autoencoders with Label Consistency Constraints. Neural Process. Lett. 50 (2) (2019)
Hongjin Zhu, Honghui Fan, Zhenqiu Shu, Qian Yu, Xiaorong Zhao, Pengzhen Gan
Edge Detection With Chroma Components of Video Frame Based on Local Autocorrelation. IEEE Access 7 (2019)
Zhenqiu Shu, Xiaojun Wu, Honghui Fan, Cong-Zhe You, Zhen Liu, Jie Zhang
Concept Factorization with Optimal Graph Learning for Data Representation. ICIG (2) (2019)
Zhenqiu Shu, Xiaojun Wu, Zhen Liu, Cong-Zhe You, Honghui Fan
The Optimal Graph Regularized Sparse Coding with Application to Image Representation. PRCV (2) (2019)
Cong Hu, Xiao-Jun Wu, Zhenqiu Shu
Bagging deep convolutional autoencoders trained with a mixture of real data and GAN-generated data. KSII Trans. Internet Inf. Syst. 13 (11) (2019)
Bin Qian, Xiaobo Shen, Zhenqiu Shu, Xiguang Gu, Jin Huang, Jiabin Hu
Hyper-graph Regularized Multi-view Matrix Factorization for Vehicle Identification. ICCCS (1) (2018)
Zhenqiu Shu, Xiaojun Wu, Pu Huang, Honghui Fan, Zhen Liu, Feiyue Ye
Multiple Graph Regularized Concept Factorization With Adaptive Weights. IEEE Access 6 (2018)
Zhenqiu Shu, Xiao-Jun Wu, Cong Hu
Structure Preserving Sparse Coding for Data Representation. Neural Process. Lett. 48 (3) (2018)
Pu Huang, Tao Li, Zhenqiu Shu, Guangwei Gao, Geng Yang, Chengshan Qian
Locality-regularized linear regression discriminant analysis for feature extraction. Inf. Sci. 429 (2018)
Zhenqiu Shu, Xiaojun Wu, Honghui Fan, Pu Huang, Dong Wu, Cong Hu, Feiyue Ye
Parameter-less Auto-weighted multiple graph regularized Nonnegative Matrix Factorization for data representation. Knowl. Based Syst. 131 (2017)
Bin Qian, Zhenmin Tang, Xiaobo Shen, Zhenqiu Shu
Local and global regularized concept factorization for image clustering. J. Electronic Imaging 26 (1) (2017)
Zhenqiu Shu, Hongfei Fan, Pu Huang, Dong Wu, Feiyue Ye, Xiaojun Wu
Multiple Laplacian graph regularised low-rank representation with application to image representation. IET Image Process. 11 (6) (2017)
Xue Li, Xiaobo Shen, Zhenqiu Shu, Qiaolin Ye, Chunxia Zhao
Graph regularized multilayer concept factorization for data representation. Neurocomputing 238 (2017)
Zhenqiu Shu, Jun Zhou, Pu Huang, Xun Yu, Zhangjing Yang, Chunxia Zhao
Local and global regularized sparse coding for data representation. Neurocomputing 175 (2016)
Zhenqiu Shu, Jun Zhou, Lei Tong, Xiao Bai, Chunxia Zhao
Multilayer manifold and sparsity constrainted nonnegative matrix factorization for hyperspectral unmixing. ICIP (2015)
Zhenqiu Shu, Chunxia Zhao, Pu Huang
Local regularization concept factorization and its semi-supervised extension for image representation. Neurocomputing 158 (2015)
Sen Jia, Xiujun Zhang, Lin Deng, Zhenqiu Shu
AN ℓ1/2 regularized low-rank representation for hyperspectral imagery classification. ICIP (2015)
Zhenqiu Shu, Chunxia Zhao, Pu Huang
Constrained Sparse Concept Coding Algorithm with Application to Image Representation. KSII Trans. Internet Inf. Syst. 8 (9) (2014)