Zhenqiu Shu

79 papers A* 1B 2Journal 70Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive centroid guided hashing for cross-modal retrieval.
Pattern Recognit.
Zhenqiu Shu, Julong Zhang, Zhengtao Yu
2026 J jnl
Asymmetric and discriminative hashing for cross-modal retrieval.
Digit. Signal Process.
Linna Hao, Hengkun Liang, Jun Yu, Zhenqiu Shu
2026 J jnl
Hierarchical attention fusion with synergistic adversarial contrastive learning for incomplete multi-view clustering.
Pattern Recognit.
Teng Sun, Yunwei Luo, Zhenqiu Shu, Tianyan Xu, Hongbin Wang, Zhengtao Yu
2026 J jnl
Proxy-Based Dynamic View Alignment With Cross-View Structure Preservation for Multi-View Clustering.
IEEE Trans. Big Data
Xiaoyan Yu, Dazheng Peng, Zhenqiu Shu, Liehuang Zhu
2026 J jnl
Spatial multi-semantic features guided spectral-friendly transformer network for hyperspectral image classification.
Pattern Recognit.
Xiaoyan Yu, Mingzhu Tai, Yuyang Wang, Zhenqiu Shu, Liehuang Zhu
2026 J jnl
Spatial-spectral multi-order gated aggregation network with bidirectional interactive fusion for hyperspectral image classification.
Neural Networks
Mingzhu Tai, Zhenqiu Shu, Songze Tang, Zhengtao Yu
2026 J jnl
scDGCL: A Dual-Level and Graph-Constrained Contrastive Learning Method for Single-Cell RNA Sequencing Data Clustering.
IEEE Trans. Comput. Biol. Bioinform.
Kaiwen Tan, Yun Bai, Yongbing Zhang, Zhenqiu Shu, Zhengtao Yu
2026 J jnl
scMFE: A multi-view fusion enhanced graph contrastive learning method for scRNA-seq data clustering.
Neurocomputing
Yun Bai, Zhenqiu Shu, Kaiwen Tan, Yongbing Zhang, Zhengtao Yu
2025 A* conf
Ambiguous Instance-Aware Contrastive Network with Multi-Level Matching for Multi-View Document Clustering.
AAAI
Zhenqiu Shu, Teng Sun, Yunwei Luo, Zhengtao Yu
2025 J jnl
Decoupled GNNs based on multi-view contrastive learning for scRNA-seq data clustering.
Briefings Bioinform.
Xiaoyan Yu, Yixuan Ren, Min Xia, Zhenqiu Shu, Liehuang Zhu
2025 J jnl
Deep Cross-Modal Hashing With Ranking Learning for Noisy Labels.
IEEE Trans. Big Data
Zhenqiu Shu, Yibing Bai, Kailing Yong, Zhengtao Yu
2025 J jnl
Deep Residual Coupled Prompt Learning for Zero-Shot Sketch-Based Image Retrieval.
IEEE Trans. Big Data
Guangyao Zhuo, Zhenqiu Shu, Zhengtao Yu
2025 J jnl
Dual Feature Aggregation Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhenqiu Shu, Zigao Liu, Zhengtao Yu, Xiaojun Wu
2025 J jnl
Efficient Attention Transformer Network With Self-Similarity Feature Enhancement for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yuyang Wang, Zhenqiu Shu, Zhengtao Yu
2025 J jnl
Mid-Range Convolutional Modulated Transformer Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yuyang Wang, Mingzhu Tai, Zigao Liu, Zhenqiu Shu, Fengchao Xiong, Zhengtao Yu
2025 J jnl
Robust zero-shot discrete hashing with noisy labels for cross-modal retrieval.
Int. J. Mach. Learn. Cybern.
Kailing Yong, Zhenqiu Shu, Hongbin Wang, Zhengtao Yu
2025 J jnl
Self-supervised disentangled representation learning with distribution alignment for multi-view clustering.
Digit. Signal Process.
Zhenqiu Shu, Teng Sun, Zhengtao Yu
2025 J jnl
Semantic Feature Graph Consistency with Contrastive Cluster Assignments for Multilingual Document Clustering.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Teng Sun, Zhenqiu Shu, Yuxin Huang, Hongbin Wang, Zhengtao Yu
2025 J jnl
Time-frequency perception guided multi-level contrastive learning for rotating machinery fault diagnosis.
Expert Syst. Appl.
Zhenqiu Shu, Dazheng Peng, Hongbin Wang, Cunli Mao, Zhengtao Yu
2025 J jnl
scGANSL: Graph Attention Network with Subspace Learning for scRNA-seq Data Clustering.
J. Chem. Inf. Model.
Zhenqiu Shu, Yixuan Ren, Qinghan Long, Hongbin Wang, Zhengtao Yu
2025 J jnl
scSAG$^{2}$E: Sparse Autoencoders With Gene Graph Embedding for scRNA-Seq Data Clustering.
IEEE Trans. Comput. Biol. Bioinform.
Min Xia, Qinghan Long, Zhenqiu Shu, Hongbin Wang, Zhengtao Yu
2025 J jnl
sigRGCN: A Robust Residual Graph Convolutional Network for scRNA-Seq Data Clustering.
IEEE Trans. Comput. Biol. Bioinform.
Zhenqiu Shu, Min Xia, Kaiwen Tan, Zhengtao Yu, Xiaojun Wu
2024 J jnl
Deep supervision network with contrastive learning for zero-shot sketch-based image retrieval.
Appl. Soft Comput.
Zhenqiu Shu, Guangyao Zhuo, Jun Yu, Zhengtao Yu
2024 J jnl
Dual attention transformer network for hyperspectral image classification.
Eng. Appl. Artif. Intell.
Zhenqiu Shu, Yuyang Wang, Zhengtao Yu
2024 — conf
HCMHS: High-Order SNP Interactions Detection Based on Hierarchical Clustering and Multi-Task Harmony Search Algorithm.
BIBM
Kaiwen Tan, Jin Tian, Yongbing Zhang, Zhenqiu Shu, Zhengtao Yu
2024 J jnl
Multi-level multi-view network based on structural contrastive learning for scRNA-seq data clustering.
Briefings Bioinform.
Zhenqiu Shu, Min Xia, Kaiwen Tan, Yongbing Zhang, Zhengtao Yu
2024 J jnl
Online hashing with partially known labels for cross-modal retrieval.
Eng. Appl. Artif. Intell.
Zhenqiu Shu, Li Li, Zhengtao Yu
2024 J jnl
Proxy-Based Graph Convolutional Hashing for Cross-Modal Retrieval.
IEEE Trans. Big Data
Yibing Bai, Zhenqiu Shu, Jun Yu, Zhengtao Yu, Xiao-Jun Wu
2024 J jnl
Robust online hashing with label semantic enhancement for cross-modal retrieval.
Pattern Recognit.
Li Li, Zhenqiu Shu, Zhengtao Yu, Xiaojun Wu
2024 J jnl
Structure-guided feature and cluster contrastive learning for multi-view clustering.
Neurocomputing
Zhenqiu Shu, Bin Li, Cunli Mao, Shengxiang Gao, Zhengtao Yu
2024 J jnl
Supervised adaptive similarity consistent latent representation hashing.
Neurocomputing
Hongbin Wang, Rui Chen, Zhenqiu Shu, Yafei Zhang, Huafeng Li
2024 J jnl
Two-stage zero-shot sparse hashing with missing labels for cross-modal retrieval.
Pattern Recognit.
Kailing Yong, Zhenqiu Shu, Hongbin Wang, Zhengtao Yu
2024 J jnl
Unpaired robust hashing with noisy labels for zero-shot cross-modal retrieval.
Eng. Appl. Artif. Intell.
Kailing Yong, Zhenqiu Shu, Zhengtao Yu
2024 J jnl
View-interactive attention information alignment-guided fusion for incomplete multi-view clustering.
Expert Syst. Appl.
Zhenqiu Shu, Yunwei Luo, Yuxin Huang, Cunli Mao, Zhengtao Yu
2024 J jnl
Zero-shot discrete hashing with adaptive class correlation for cross-modal retrieval.
Knowl. Based Syst.
Kailing Yong, Zhenqiu Shu, Jun Yu, Zhengtao Yu
2023 J jnl
Adaptive semi-paired query hashing for multi-modal retrieval.
Digit. Signal Process.
Jun Yu, Wei Huang, Zuhe Li, Kunlin Li, Zhenqiu Shu, Qi Wang, Jinge Jiao
2023 J jnl
Dual local learning regularized NMF with sparse and orthogonal constraints.
Appl. Intell.
Zhenqiu Shu, Furong Zuo, Wenli Wu, Congzhe You
2023 J jnl
Mixed noise face hallucination via adaptive weighted residual and nuclear-norm regularization.
Appl. Intell.
Songze Tang, Zhenqiu Shu
2023 J jnl
Multi-view clustering via label-embedded regularized NMF with dual-graph constraints.
Neurocomputing
Bin Li, Zhenqiu Shu, Yingbo Liu, Cunli Mao, Shengxiang Gao, Zhengtao Yu
2023 J jnl
Online supervised collective matrix factorization hashing for cross-modal retrieval.
Appl. Intell.
Zhenqiu Shu, Li Li, Jun Yu, Donglin Zhang, Zhengtao Yu, Xiaojun Wu
2023 J jnl
Robust Dual-Graph Regularized Deep Matrix Factorization for Multi-view Clustering.
Neural Process. Lett.
Zhenqiu Shu, Bin Li, Cong Hu, Zhengtao Yu, Xiaojun Wu
2023 J jnl
Robust supervised matrix factorization hashing with application to cross-modal retrieval.
Neural Comput. Appl.
Zhenqiu Shu, Kailing Yong, Donglin Zhang, Jun Yu, Zhengtao Yu, Xiaojun Wu
2023 J jnl
Spatial-Spectral Split Attention Residual Network for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhenqiu Shu, Zigao Liu, Jun Zhou, Songze Tang, Zhengtao Yu, Xiaojun Wu
2022 J jnl
Adaptive Graph Regularized Deep Semi-nonnegative Matrix Factorization for Data Representation.
Neural Process. Lett.
Zhenqiu Shu, Yanwu Sun, Jiali Tang, Cong-Zhe You
2022 J jnl
Adaptive multi-modal fusion hashing via Hadamard matrix.
Appl. Intell.
Jun Yu, Donglin Zhang, Zhenqiu Shu, Feng Chen
2022 J jnl
Correntropy-based dual graph regularized nonnegative matrix factorization with L
Appl. Intell.
Zhenqiu Shu, Zonghui Weng, Zhengtao Yu, Cong-Zhe You, Zhen Liu, Songze Tang, Xiaojun Wu
2022 J jnl
Discrete asymmetric zero-shot hashing with application to cross-modal retrieval.
Neurocomputing
Zhenqiu Shu, Kailing Yong, Jun Yu, Shengxiang Gao, Cunli Mao, Zhengtao Yu
2022 J jnl
Hadamard matrix-guided multi-modal hashing for multi-modal retrieval.
Digit. Signal Process.
Jun Yu, Wei Huang, Zuhe Li, Zhenqiu Shu, Liang Zhu
2022 J jnl
Robust Generalized Labeled Multi-Bernoulli Filter and Smoother for Multiple Target Tracking using Variational Bayesian.
KSII Trans. Internet Inf. Syst.
Peng Li, Wenhui Wang, Junda Qiu, Congzhe You, Zhenqiu Shu
2022 J jnl
Robust Graph Regularized NMF with Dissimilarity and Similarity Constraints for ScRNA-seq Data Clustering.
J. Chem. Inf. Model.
Zhenqiu Shu, Qinghan Long, Luping Zhang, Zhengtao Yu, Xiao-Jun Wu
2022 J jnl
Specific class center guided deep hashing for cross-modal retrieval.
Inf. Sci.
Zhenqiu Shu, Yibing Bai, Donglin Zhang, Jun Yu, Zhengtao Yu, Xiao-Jun Wu
2021 J jnl
Deep semi-nonnegative matrix factorization with elastic preserving for data representation.
Multim. Tools Appl.
Zhenqiu Shu, Xiao-Jun Wu, Cong Hu, Cong-Zhe You, Honghui Fan
2021 J jnl
Dual local learning regularized nonnegative matrix factorization and its semi-supervised extension for clustering.
Neural Comput. Appl.
Zhenqiu Shu, Yunmeng Zhang, Peng Li, Cong-Zhe You, Zhen Liu, Honghui Fan, Xiaojun Wu
2021 — conf
Locality-Constrained Collaborative Representation with Multi-resolution Dictionary for Face Recognition.
PRCV (1)
Zhen Liu, Xiaojun Wu, Hefeng Yin, Tianyang Xu, Zhenqiu Shu
2021 J jnl
Multi-resolution dictionary collaborative representation for face recognition.
Pattern Anal. Appl.
Zhen Liu, Xiaojun Wu, Zhenqiu Shu
2021 J jnl
Weighted Discriminative Sparse Representation for Image Classification.
Neural Process. Lett.
Zhen Liu, Xiao-Jun Wu, Zhenqiu Shu, Hefeng Yin, Zhe Chen
2020 J jnl
Adaptive Online Multi-modal Hashing via Hadamard Matrix.
CoRR
Jun Yu, Donglin Zhang, Zhenqiu Shu
2020 J jnl
Graph Regularized Constrained Non-Negative Matrix Factorization With Lₚ Smoothness for Image Representation.
IEEE Access
Zhenqiu Shu, Zonghui Weng, Yunmeng Zhang, Cong-Zhe You, Zhen Liu
2020 — conf
Locally Consistent Constrained Concept Factorization with L
PRCV (2)
Zonghui Weng, Zhenqiu Shu, Cong-Zhe You, Yunmeng Zhang, Xiao-Jun Wu
2020 J jnl
Rank-constrained nonnegative matrix factorization for data representation.
Inf. Sci.
Zhenqiu Shu, Xiao-Jun Wu, Cong-Zhe You, Zhen Liu, Peng Li, Honghui Fan, Feiyue Ye
2019 J jnl
Bagging deep convolutional autoencoders trained with a mixture of real data and GAN-generated data.
KSII Trans. Internet Inf. Syst.
Cong Hu, Xiao-Jun Wu, Zhenqiu Shu
2019 — conf
Concept Factorization with Optimal Graph Learning for Data Representation.
ICIG (2)
Zhenqiu Shu, Xiaojun Wu, Honghui Fan, Cong-Zhe You, Zhen Liu, Jie Zhang
2019 J jnl
Discriminative Feature Learning via Sparse Autoencoders with Label Consistency Constraints.
Neural Process. Lett.
Cong Hu, Xiao-Jun Wu, Zhenqiu Shu
2019 J jnl
Edge Detection With Chroma Components of Video Frame Based on Local Autocorrelation.
IEEE Access
Hongjin Zhu, Honghui Fan, Zhenqiu Shu, Qian Yu, Xiaorong Zhao, Pengzhen Gan
2019 J jnl
Sparsity augmented discriminative sparse representation for face recognition.
Pattern Anal. Appl.
Zhen Liu, Xiao-Jun Wu, Zhenqiu Shu
2019 — conf
The Optimal Graph Regularized Sparse Coding with Application to Image Representation.
PRCV (2)
Zhenqiu Shu, Xiaojun Wu, Zhen Liu, Cong-Zhe You, Honghui Fan
2018 — conf
Hyper-graph Regularized Multi-view Matrix Factorization for Vehicle Identification.
ICCCS (1)
Bin Qian, Xiaobo Shen, Zhenqiu Shu, Xiguang Gu, Jin Huang, Jiabin Hu
2018 J jnl
Locality-regularized linear regression discriminant analysis for feature extraction.
Inf. Sci.
Pu Huang, Tao Li, Zhenqiu Shu, Guangwei Gao, Geng Yang, Chengshan Qian
2018 J jnl
Multiple Graph Regularized Concept Factorization With Adaptive Weights.
IEEE Access
Zhenqiu Shu, Xiaojun Wu, Pu Huang, Honghui Fan, Zhen Liu, Feiyue Ye
2018 J jnl
Structure Preserving Sparse Coding for Data Representation.
Neural Process. Lett.
Zhenqiu Shu, Xiao-Jun Wu, Cong Hu
2017 J jnl
Graph regularized multilayer concept factorization for data representation.
Neurocomputing
Xue Li, Xiaobo Shen, Zhenqiu Shu, Qiaolin Ye, Chunxia Zhao
2017 J jnl
Local and global regularized concept factorization for image clustering.
J. Electronic Imaging
Bin Qian, Zhenmin Tang, Xiaobo Shen, Zhenqiu Shu
2017 J jnl
Multiple Laplacian graph regularised low-rank representation with application to image representation.
IET Image Process.
Zhenqiu Shu, Hongfei Fan, Pu Huang, Dong Wu, Feiyue Ye, Xiaojun Wu
2017 J jnl
Parameter-less Auto-weighted multiple graph regularized Nonnegative Matrix Factorization for data representation.
Knowl. Based Syst.
Zhenqiu Shu, Xiaojun Wu, Honghui Fan, Pu Huang, Dong Wu, Cong Hu, Feiyue Ye
2016 J jnl
Local and global regularized sparse coding for data representation.
Neurocomputing
Zhenqiu Shu, Jun Zhou, Pu Huang, Xun Yu, Zhangjing Yang, Chunxia Zhao
2015 B conf
AN ℓ1/2 regularized low-rank representation for hyperspectral imagery classification.
ICIP
Sen Jia, Xiujun Zhang, Lin Deng, Zhenqiu Shu
2015 J jnl
Local regularization concept factorization and its semi-supervised extension for image representation.
Neurocomputing
Zhenqiu Shu, Chunxia Zhao, Pu Huang
2015 B conf
Multilayer manifold and sparsity constrainted nonnegative matrix factorization for hyperspectral unmixing.
ICIP
Zhenqiu Shu, Jun Zhou, Lei Tong, Xiao Bai, Chunxia Zhao
2014 J jnl
Constrained Sparse Concept Coding Algorithm with Application to Image Representation.
KSII Trans. Internet Inf. Syst.
Zhenqiu Shu, Chunxia Zhao, Pu Huang