Xiaobo Shen

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 63

Top Topics

Gaussian Process Classification

Grassmann Manifold

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Image Process.

Publications

Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao, Zhenwen Ren
Learning adaptive Grassmann neighbors for image-set analysis. Expert Syst. Appl. 247 (2024)
Xiaobo Shen, Peizhuo Song, Yun-Hao Yuan, Yuhui Zheng
Distributed Manifold Hashing for Image Set Classification and Retrieval. AAAI (2024)
Tao Zhang, Yunhao Yuan, Xiaobo Shen, Fan Liu
Two-step affinity matrix learning for multi-view subspace clustering. Expert Syst. Appl. 242 (2024)
Yun-Hao Yuan, Mingzhi Hao, Yun Li, Jipeng Qiang, Yi Zhu, Xiaobo Shen
Learning Spectral Canonical ℱ-Correlation Representation for Face Super-Resolution. ICASSP (2024)
Huiqing You, Lingyun Xiang, Chunfang Yang, Xiaobo Shen
Linguistic steganalysis via multi-task with crossing generative-natural domain. Neurocomputing 603 (2024)
Xiaobo Shen, Wei Wu, Xiaxin Wang, Yuhui Zheng
Multiple Riemannian Kernel Hashing for Large-Scale Image Set Classification and Retrieval. IEEE Trans. Image Process. 33 (2024)
Yinghui Sun, Zhenwen Ren, Zhen Cui, Xiaobo Shen
Feature Weighted Multi-View Graph Clustering. IEEE Trans. Consumer Electron. 70 (1) (2024)
Jiaxing Sun, Xiaobo Shen, Quansen Sun
-Norm Regularization for Few-Shot Classification. IEEE Trans. Circuits Syst. Video Technol. 33 (12) (2023)
Yang Li, Tao Wang, Zexuan Ji, Peng Fu, Xiaobo Shen, Quansen Sun
Spatiotemporal consistent selection-correction network for deep interactive image segmentation. Neural Comput. Appl. 35 (13) (2023)
Guohua Dong, Xiang Zhang, Xiaobo Shen, Long Lan, Zhigang Luo, Xiaomin Ying
Discriminative Geometric-Structure-Based Deep Hashing for Large-Scale Image Retrieval. IEEE Trans. Cybern. 53 (10) (2023)
Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao, Zhenwen Ren
Sparse Representation Classifier Guided Grassmann Reconstruction Metric Learning With Applications to Image Set Analysis. IEEE Trans. Multim. 25 (2023)
Xiaobo Shen, Yue Zhou, Yun-Hao Yuan, Xichen Yang, Long Lan, Yuhui Zheng
Contrastive Transformer Hashing for Compact Video Representation. IEEE Trans. Image Process. 32 (2023)
Xiaobo Shen, Yew-Soon Ong, Zheng Mao, Shirui Pan, Weiwei Liu, Yuhui Zheng
Compact network embedding for fast node classification. Pattern Recognit. 136 (2023)
Xiaobo Shen, Yinfan Chen, Shirui Pan, Weiwei Liu, Yuhui Zheng
Graph Convolutional Incomplete Multi-modal Hashing. ACM Multimedia (2023)
Haitao Liu, Yew-Soon Ong, Ziwei Yu, Jianfei Cai, Xiaobo Shen
Scalable Gaussian Process Classification With Additive Noise for Non-Gaussian Likelihoods. IEEE Trans. Cybern. 52 (7) (2022)
Xiaobo Shen, Yunpeng Tang, Yuhui Zheng, Yun-Hao Yuan, Quan-Sen Sun
Unsupervised Multiview Distributed Hashing for Large-Scale Retrieval. IEEE Trans. Circuits Syst. Video Technol. 32 (12) (2022)
Yun-Hao Yuan, Jin Li, Yun Li, Jipeng Qiang, Yi Zhu, Yuequan Yang, Xiaobo Shen
Fractional Multiset Coherent Super-Resolution Representation for Low Resolution Face Recognition. CCIS (2022)
Jian Gao, Xiaobo Shen, Peng Fu, Zexuan Ji, Tao Wang
Multiview Graph Convolutional Hashing for Multisource Remote Sensing Image Retrieval. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao
Discrete Metric Learning for Fast Image Set Classification. IEEE Trans. Image Process. 31 (2022)
Xiaobo Shen, Guohua Dong, Yuhui Zheng, Long Lan, Ivor W. Tsang, Quan-Sen Sun
Deep Co-Image-Label Hashing for Multi-Label Image Retrieval. IEEE Trans. Multim. 24 (2022)
Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao, Zhenwen Ren
Neighborhood preserving embedding on Grassmann manifold for image-set analysis. Pattern Recognit. 122 (2022)
Yun-Hao Yuan, Jin Li, Yun Li, Jipeng Qiang, Yi Zhu, Xiaobo Shen, Jianping Gou
Learning Canonical F-Correlation Projection for Compact Multiview Representation. CVPR (2022)
Xuan Li, Wei Wu, Yun-Hao Yuan, Shirui Pan, Xiaobo Shen
Online unsupervised cross-view discrete hashing for large-scale retrieval. Appl. Intell. 52 (13) (2022)
Weiwei Liu, Haobo Wang, Xiaobo Shen, Ivor W. Tsang
The Emerging Trends of Multi-Label Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
Jiaxing Sun, Xiaobo Shen, Quansen Sun
Hyperspectral Image Few-Shot Classification Network Based on the Earth Mover's Distance. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zhuyi Ni, Zexuan Ji, Long Lan, Yun-Hao Yuan, Xiaobo Shen
Unsupervised Discriminative Deep Hashing With Locality and Globality Preservation. IEEE Signal Process. Lett. 28 (2021)
Chao Sun, Yun-Hao Yuan, Yun Li, Jipeng Qiang, Yi Zhu, Xiaobo Shen
Multi-view Fractional Deep Canonical Correlation Analysis for Subspace Clustering. ICONIP (2) (2021)
Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao, Zhenwen Ren
Adaptive graph guided concept factorization on Grassmann manifold. Inf. Sci. 576 (2021)
Yinghui Sun, Wei Wu, Xiaobo Shen, Zhen Cui
Multiview Inherent Graph Hashing for Large-Scale Remote Sensing Image Retrieval. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Yun-Hao Yuan, Xiaobo Shen, Yun Li, Bin Li, Jianping Gou, Jipeng Qiang, Xinfeng Zhang, Quan-Sen Sun
Composite nonlinear multiset canonical correlation analysis for multiview feature learning and recognition. Concurr. Comput. Pract. Exp. 33 (15) (2021)
Tao Wang, Zexuan Ji, Jian Yang, Quansen Sun, Xiaobo Shen, Zhenwen Ren, Qi Ge
Label group diffusion for image and image pair segmentation. Pattern Recognit. 112 (2021)
Yi Wang, Xiaobo Shen, Zhenmin Tang, Tao Zhang, Jianyong Lv
Semi-Paired Asymmetric Deep Cross-Modal Hashing Learning. IEEE Access 8 (2020)
Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao, Wenzhu Yan
Prototype learning and collaborative representation using Grassmann manifolds for image set classification. Pattern Recognit. 100 (2020)
Weiwei Liu, Xiaobo Shen, Haobo Wang, Ivor W. Tsang
The Emerging Trends of Multi-Label Learning. CoRR (2020)
Zhaohao Fan, Zexuan Ji, Peng Fu, Tao Wang, Xiaobo Shen, Quansen Sun
Complex-Valued Spatial-Scattering Separated Attention Network for Polsar Image Classification. IGARSS (2020)
Donna Xu, Yaxin Shi, Ivor W. Tsang, Yew-Soon Ong, Chen Gong, Xiaobo Shen
Survey on Multi-Output Learning. IEEE Trans. Neural Networks Learn. Syst. 31 (7) (2020)
Weiwei Liu, Xiaobo Shen, Yew-Soon Ong, Ivor W. Tsang, Chen Gong, Vladimir Pavlovic
Guest Editorial Special Issue on Structured Multi-Output Learning: Modeling, Algorithm, Theory, and Applications. IEEE Trans. Neural Networks Learn. Syst. 31 (7) (2020)
Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao, Wenzhu Yan
Locality-aware group sparse coding on Grassmann manifolds for image set classification. Neurocomputing 385 (2020)
Haitao Liu, Yew-Soon Ong, Xiaobo Shen, Jianfei Cai
When Gaussian Process Meets Big Data: A Review of Scalable GPs. IEEE Trans. Neural Networks Learn. Syst. 31 (11) (2020)
Xiao Tu, Xiaobo Shen, Peng Fu, Tao Wang, Quansen Sun, Zexuan Ji
Discriminant sub-dictionary learning with adaptive multiscale superpixel representation for hyperspectral image classification. Neurocomputing 409 (2020)
Yunpeng Tang, Xiaobo Shen, Zexuan Ji, Tao Wang, Peng Fu, Quan-Sen Sun
Supervised Multi-View Distributed Hashing. ICIP (2020)
Donna Xu, Yaxin Shi, Ivor W. Tsang, Yew-Soon Ong, Chen Gong, Xiaobo Shen
A Survey on Multi-output Learning. CoRR (2019)
Xinghua Qu, Yew-Soon Ong, Yaqing Hou, Xiaobo Shen
Memetic Evolution Strategy for Reinforcement Learning. CEC (2019)
Yun-Hao Yuan, Jie Yang, Yun Li, Jipeng Qiang, Bin Li, Xiaobo Shen, Jianping Gou, Guangwei Gao
Face Hallucination Using Locality Preserving Canonical Correlation Analysis. Aust. J. Intell. Inf. Process. Syst. 15 (3) (2019)
Lingyun Xiang, Xiaobo Shen, Jiaohua Qin, Wei Hao
Discrete Multi-graph Hashing for Large-Scale Visual Search. Neural Process. Lett. 49 (3) (2019)
Weiwei Liu, Xiaobo Shen, Bo Du, Ivor W. Tsang, Wenjie Zhang, Xuemin Lin
Hyperspectral Imagery Classification via Stochastic HHSVMs. IEEE Trans. Image Process. 28 (2) (2019)
Haitao Liu, Yew-Soon Ong, Ziwei Yu, Jianfei Cai, Xiaobo Shen
Scalable Gaussian Process Classification with Additive Noise for Various Likelihoods. CoRR (2019)
Xiaobo Shen, Yunhao Yuan, Fumin Shen, Yang Xu, Quan-Sen Sun
A novel multi-view dimensionality reduction and recognition framework with applications to face recognition. J. Vis. Commun. Image Represent. 53 (2018)
Xiaobo Shen, Weiwei Liu, Ivor W. Tsang, Quan-Sen Sun, Yew-Soon Ong
Compact Multi-Label Learning. AAAI (2018)
Lingyun Xiang, Jingmin Yu, Chunfang Yang, Daojian Zeng, Xiaobo Shen
A Word-Embedding-Based Steganalysis Method for Linguistic Steganography via Synonym Substitution. IEEE Access 6 (2018)
Xiaobo Shen, Weiwei Liu, Ivor W. Tsang, Quan-Sen Sun, Yew-Soon Ong
Multilabel Prediction via Cross-View Search. IEEE Trans. Neural Networks Learn. Syst. 29 (9) (2018)
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)
Xiaobo Shen, Shirui Pan, Weiwei Liu, Yew-Soon Ong, Quan-Sen Sun
Discrete Network Embedding. IJCAI (2018)
Haitao Liu, Yew-Soon Ong, Xiaobo Shen, Jianfei Cai
When Gaussian Process Meets Big Data: A Review of Scalable GPs. CoRR (2018)
Xiaobo Shen, Fumin Shen, Li Liu, Yunhao Yuan, Weiwei Liu, Quan-Sen Sun
Multiview Discrete Hashing for Scalable Multimedia Search. ACM Trans. Intell. Syst. Technol. 9 (5) (2018)
Xiaobo Shen, Weiwei Liu, Yong Luo, Yew-Soon Ong, Ivor W. Tsang
Deep Discrete Prototype Multilabel Learning. IJCAI (2018)
Bin Qian, Zhenmin Tang, Xiaobo Shen, Zhenqiu Shu
Local and global regularized concept factorization for image clustering. J. Electronic Imaging 26 (1) (2017)
Tao Zhang, Zhenmin Tang, Xiaobo Shen
Norm Minimization for Subspace Clustering. IEEE Access 5 (2017)
Bin Qian, Lei Tong, Zhenmin Tang, Xiaobo Shen
Nonnegative matrix factorization with region sparsity learning for hyperspectral unmixing. Int. J. Wavelets Multiresolution Inf. Process. 15 (6) (2017)
Xue Li, Xiaobo Shen, Zhenqiu Shu, Qiaolin Ye, Chunxia Zhao
Graph regularized multilayer concept factorization for data representation. Neurocomputing 238 (2017)
Bin Qian, Jun Zhou, Lei Tong, Xiaobo Shen, Fan Liu
Nonnegative matrix factorization with endmember sparse graph learning for hyperspectral unmixing. ICIP (2016)
Bin Qian, Xiaobo Shen, Yanyang Gu, Zhenmin Tang, Yuhua Ding
Double Constrained NMF for Partial Multi-View Clustering. DICTA (2016)
Bin Qian, Xiaobo Shen, Zhenmin Tang, Tao Zhang
Deep Convex NMF for Image Clustering. CCBR (2016)