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ORCIDXiaobo Shen 0001
Xiao-Bo Shen
Person information
- affiliation: Nanjing University of Science and Technology, School of Computer Science and Engineering, China
- affiliation (2017 - 2018): Nanyang Technological University, School of Computer and Engineering, Singapore
- affiliation (PhD 2017): Nanjing University of Science and Technology, School of Computer Science and Engineering, China
Other persons with the same name
- Xiaobo Shen 0002 — Northeast Normal University, Changchun, China
- Xiaobo Shen 0003 — Cornell University, Ithaca, USA
- Xiaobo Shen 0005 — Bluestar Engineering Company Ltd., Beijing, China (and 1 more)
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Journal Articles
- 2023
[j48]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): 9725-9738 (2023)- [j47]Xiaobo Shen, Yew-Soon Ong, Zheng Mao, Shirui Pan, Weiwei Liu, Yuhui Zheng:
Compact network embedding for fast node classification. Pattern Recognit. 136: 109236 (2023) - [j46]Jiaxing Sun, Xiaobo Shen, Quansen Sun:
Efficient Feature Reconstruction via l2,1-Norm Regularization for Few-Shot Classification. IEEE Trans. Circuits Syst. Video Technol. 33(12): 7452-7465 (2023) - [j45]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): 6236-6247 (2023) - [j44]Yuan Sun, Xu Wang, Dezhong Peng, Zhenwen Ren, Xiaobo Shen:
Hierarchical Hashing Learning for Image Set Classification. IEEE Trans. Image Process. 32: 1732-1744 (2023) - [j43]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: 5992-6003 (2023) - [j42]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: 4307-4322 (2023) - 2022
- [j41]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): 14905-14917 (2022) - [j40]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: 1-5 (2022) - [j39]Weiwei Liu, Haobo Wang, Xiaobo Shen, Ivor W. Tsang:
The Emerging Trends of Multi-Label Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 7955-7974 (2022) - [j38]Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao, Zhenwen Ren:
Neighborhood preserving embedding on Grassmann manifold for image-set analysis. Pattern Recognit. 122: 108335 (2022) - [j37]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): 8837-8848 (2022) - [j36]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): 5842-5854 (2022) - [j35]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: 1-14 (2022) - [j34]Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao:
Discrete Metric Learning for Fast Image Set Classification. IEEE Trans. Image Process. 31: 6471-6486 (2022) - [j33]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: 1116-1126 (2022) - 2021
- [j32]Bowen Zhang, Manli Wang, Xiaobo Shen:
Image Haze Removal Algorithm Based on Nonsubsampled Contourlet Transform. IEEE Access 9: 21708-21720 (2021) - [j31]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) - [j30]Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao, Zhenwen Ren:
Adaptive graph guided concept factorization on Grassmann manifold. Inf. Sci. 576: 725-742 (2021) - [j29]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: 107789 (2021) - [j28]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: 518-522 (2021) - [j27]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: 10705-10715 (2021) - 2020
- [j26]Yi Wang, Xiaobo Shen, Zhenmin Tang, Tao Zhang, Jianyong Lv:
Semi-Paired Asymmetric Deep Cross-Modal Hashing Learning. IEEE Access 8: 113814-113825 (2020) - [j25]Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao, Wenzhu Yan:
Locality-aware group sparse coding on Grassmann manifolds for image set classification. Neurocomputing 385: 197-210 (2020) - [j24]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: 131-145 (2020) - [j23]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: 107123 (2020) - [j22]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): 2236-2239 (2020) - [j21]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): 2409-2429 (2020) - [j20]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): 4405-4423 (2020) - 2019
- [j19]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): 82-90 (2019) - [j18]Lingyun Xiang, Xiaobo Shen, Jiaohua Qin, Wei Hao:
Discrete Multi-graph Hashing for Large-Scale Visual Search. Neural Process. Lett. 49(3): 1055-1069 (2019) - [j17]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): 577-588 (2019) - 2018
- [j16]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: 64131-64141 (2018) - [j15]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: 161-170 (2018) - [j14]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): 53:1-53:21 (2018) - [j13]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): 4324-4338 (2018) - 2017
- [j12]Tao Zhang, Zhenmin Tang, Xiaobo Shen:
A Fast Generalized Low Rank Representation Framework Based on L2, p Norm Minimization for Subspace Clustering. IEEE Access 5: 23299-23311 (2017) - [j11]Xue Li, Xiaobo Shen, Zhenqiu Shu, Qiaolin Ye, Chunxia Zhao:
Graph regularized multilayer concept factorization for data representation. Neurocomputing 238: 139-151 (2017) - [j10]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): 1750063:1-1750063:26 (2017) - [j9]Bin Qian, Zhenmin Tang, Xiaobo Shen, Zhenqiu Shu:
Local and global regularized concept factorization for image clustering. J. Electronic Imaging 26(1): 13003 (2017) - [j8]Yunhao Yuan, Yun Li, Xiao-Bo Shen, Quan-Sen Sun, Jinlong Yang:
Laplacian multiset canonical correlations for multiview feature extraction and image recognition. Multim. Tools Appl. 76(1): 731-755 (2017) - [j7]Xiao-Bo Shen, Fumin Shen, Quan-Sen Sun, Yang Yang, Yunhao Yuan, Heng Tao Shen:
Semi-Paired Discrete Hashing: Learning Latent Hash Codes for Semi-Paired Cross-View Retrieval. IEEE Trans. Cybern. 47(12): 4275-4288 (2017) - 2016
- [j6]Yunhao Yuan, Yun Li, Jianjun Liu, Chaofeng Li, Xiao-Bo Shen, Guoqing Zhang, Quan-Sen Sun:
Learning multi-kernel multi-view canonical correlations for image recognition. Comput. Vis. Media 2(2): 153-162 (2016) - [j5]Xiao-Bo Shen, Quan-Sen Sun, Yunhao Yuan:
Semi-paired hashing for cross-view retrieval. Neurocomputing 213: 14-23 (2016) - [j4]Xiao-Bo Shen, Fumin Shen, Quan-Sen Sun, Yunhao Yuan, Heng Tao Shen:
Robust Cross-view Hashing for Multimedia Retrieval. IEEE Signal Process. Lett. 23(6): 893-897 (2016) - 2015
- [j3]Xiao-Bo Shen, Quan-Sen Sun, Yunhao Yuan:
A unified multiset canonical correlation analysis framework based on graph embedding for multiple feature extraction. Neurocomputing 148: 397-408 (2015) - [j2]Xiao-Bo Shen, Quan-Sen Sun:
Orthogonal Multiset Canonical Correlation Analysis based on Fractional-Order and Its Application in Multiple Feature Extraction and Recognition. Neural Process. Lett. 42(2): 301-316 (2015) - 2014
- [j1]Xiao-Bo Shen, Quan-Sen Sun:
A novel semi-supervised canonical correlation analysis and extensions for multi-view dimensionality reduction. J. Vis. Commun. Image Represent. 25(8): 1894-1904 (2014)
Conference and Workshop Papers
- 2024
- [c29]Xiaobo Shen, Peizhuo Song, Yun-Hao Yuan, Yuhui Zheng:
Distributed Manifold Hashing for Image Set Classification and Retrieval. AAAI 2024: 4802-4810 - 2023
- [c28]Xiaobo Shen, Yinfan Chen, Shirui Pan, Weiwei Liu, Yuhui Zheng:
Graph Convolutional Incomplete Multi-modal Hashing. ACM Multimedia 2023: 7029-7037 - 2022
- [c27]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: 155-159 - [c26]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: 19238-19247 - 2021
- [c25]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: 206-215 - 2020
- [c24]Yunpeng Tang, Xiaobo Shen, Zexuan Ji, Tao Wang, Peng Fu, Quan-Sen Sun:
Supervised Multi-View Distributed Hashing. ICIP 2020: 2306-2310 - [c23]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: 1723-1726 - 2019
- [c22]Xinghua Qu, Yew-Soon Ong, Yaqing Hou, Xiaobo Shen:
Memetic Evolution Strategy for Reinforcement Learning. CEC 2019: 1922-1928 - [c21]Weiwei Liu, Xiaobo Shen:
Sparse Extreme Multi-label Learning with Oracle Property. ICML 2019: 4032-4041 - 2018
- [c20]Xiaobo Shen, Weiwei Liu, Ivor W. Tsang, Quan-Sen Sun, Yew-Soon Ong:
Compact Multi-Label Learning. AAAI 2018: 4066-4073 - [c19]Zhao Zhang, Yunhao Yuan, Xiao-Bo Shen, Yun Li:
Low Resolution Face Recognition and Reconstruction Via Deep Canonical Correlation Analysis. ICASSP 2018: 2951-2955 - [c18]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: 543-554 - [c17]Yunhao Yuan, Zhao Zhang, Yun Li, Ji-Peng Qiang, Bin Li, Xiao-Bo Shen:
Learning Parallel Canonical Correlations for Scale-Adaptive Low Resolution Face Recognition. ICPR 2018: 922-927 - [c16]Xiaobo Shen, Weiwei Liu, Yong Luo, Yew-Soon Ong, Ivor W. Tsang:
Deep Discrete Prototype Multilabel Learning. IJCAI 2018: 2675-2681 - [c15]Xiaobo Shen, Shirui Pan, Weiwei Liu, Yew-Soon Ong, Quan-Sen Sun:
Discrete Network Embedding. IJCAI 2018: 3549-3555 - 2017
- [c14]Xiao-Bo Shen, Weiwei Liu, Ivor W. Tsang, Fumin Shen, Quan-Sen Sun:
Compressed K-Means for Large-Scale Clustering. AAAI 2017: 2527-2533 - [c13]Jing Chai, Weiwei Liu, Ivor W. Tsang, Xiao-Bo Shen:
Compact Multiple-Instance Learning. CIKM 2017: 2007-2010 - [c12]Yunhao Yuan, Qiang Lv, Yun Li, Bin Li, Hongkun Ji, Xiao-Bo Shen:
Fractional discriminative multiview correlation projection for face feature fusion. FUSION 2017: 1-5 - [c11]Weiwei Liu, Xiao-Bo Shen, Ivor W. Tsang:
Sparse Embedded k-Means Clustering. NIPS 2017: 3319-3327 - 2016
- [c10]Bin Qian, Xiaobo Shen, Zhenmin Tang, Tao Zhang:
Deep Convex NMF for Image Clustering. CCBR 2016: 583-590 - [c9]Bin Qian, Xiaobo Shen, Yanyang Gu, Zhenmin Tang, Yuhua Ding:
Double Constrained NMF for Partial Multi-View Clustering. DICTA 2016: 1-7 - [c8]Bin Qian, Jun Zhou, Lei Tong, Xiaobo Shen, Fan Liu:
Nonnegative matrix factorization with endmember sparse graph learning for hyperspectral unmixing. ICIP 2016: 1843-1847 - [c7]Yunhao Yuan, Yun Li, Hongkun Ji, Chong-Guang Ren, Xiao-Bo Shen, Quan-Sen Sun:
Semi-discriminative Multiview Canonical Correlation Analysis for Recognition. IDEAL 2016: 259-266 - [c6]Yunhao Yuan, Yun Li, Xiao-Bo Shen, Chong-Guang Ren, Chao-Fei Li:
Fractional-Order Multiview Discriminant Analysis. IDEAL 2016: 386-394 - 2015
- [c5]Hongkun Ji, Xiao-Bo Shen, Quan-Sen Sun, Zexuan Ji:
Sparse Discrimination based Multiset Canonical Correlation Analysis for Multi-Feature Fusion and Recognition. BMVC 2015: 141.1-141.9 - [c4]Yunhao Yuan, Jinlong Yang, Xiao-Bo Shen, Chaofeng Li, Xiaojun Wu:
Discriminative Scatter Regularized CCA for Multiview Image Feature Learning and Recognition. CCBR 2015: 694-701 - [c3]Yunhao Yuan, Xiao-Bo Shen, Zhiyong Xiao, Jinlong Yang, Hong-Wei Ge, Quan-Sen Sun:
Multiview Correlation Feature Learning with Multiple Kernels. IScIDE (2) 2015: 518-528 - [c2]Xiao-Bo Shen, Fumin Shen, Quan-Sen Sun, Yunhao Yuan:
Multi-view Latent Hashing for Efficient Multimedia Search. ACM Multimedia 2015: 831-834 - 2013
- [c1]Xiao-Bo Shen, Quan-Sen Sun, Yunhao Yuan:
Orthogonal canonical correlation analysis and its application in feature fusion. FUSION 2013: 151-157
Informal and Other Publications
- 2020
- [i4]Weiwei Liu, Xiaobo Shen, Haobo Wang, Ivor W. Tsang:
The Emerging Trends of Multi-Label Learning. CoRR abs/2011.11197 (2020) - 2019
- [i3]Donna Xu, Yaxin Shi, Ivor W. Tsang, Yew-Soon Ong, Chen Gong, Xiaobo Shen:
A Survey on Multi-output Learning. CoRR abs/1901.00248 (2019) - [i2]Haitao Liu, Yew-Soon Ong, Ziwei Yu, Jianfei Cai, Xiaobo Shen:
Scalable Gaussian Process Classification with Additive Noise for Various Likelihoods. CoRR abs/1909.06541 (2019) - 2018
- [i1]Haitao Liu, Yew-Soon Ong, Xiaobo Shen, Jianfei Cai:
When Gaussian Process Meets Big Data: A Review of Scalable GPs. CoRR abs/1807.01065 (2018)
Coauthor Index
Quan-Sen Sun
aka: Quansen Sun
aka: Quansen Sun
Yunhao Yuan
aka: Yun-Hao Yuan
aka: Yun-Hao Yuan
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