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Xiaobo Shen
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Year
When Gaussian process meets big data: A review of scalable GPs
H Liu, YS Ong, X Shen, J Cai
IEEE transactions on neural networks and learning systems 31 (11), 4405-4423, 2020
8112020
Survey on multi-output learning
D Xu, Y Shi, IW Tsang, YS Ong, C Gong, X Shen
IEEE transactions on neural networks and learning systems 31 (7), 2409-2429, 2019
2572019
The emerging trends of multi-label learning
W Liu, H Wang, X Shen, IW Tsang
IEEE transactions on pattern analysis and machine intelligence 44 (11), 7955 …, 2021
2472021
Reversible natural language watermarking using synonym substitution and arithmetic coding
W Hao, L Xiang, Y Li, P Yang, X Shen
1272018
Semi-paired discrete hashing: Learning latent hash codes for semi-paired cross-view retrieval
X Shen, F Shen, QS Sun, Y Yang, YH Yuan, HT Shen
IEEE Transactions on Cybernetics 47 (12), 4275-4288, 2017
1182017
Multiview discrete hashing for scalable multimedia search
X Shen, F Shen, L Liu, YH Yuan, W Liu, QS Sun
ACM Transactions on Intelligent Systems and Technology (TIST) 9 (5), 1-21, 2018
902018
Discrete multi-graph hashing for large-scale visual search
L Xiang, X Shen, J Qin, W Hao
Neural Processing Letters 49, 1055-1069, 2019
842019
Multi-view latent hashing for efficient multimedia search
X Shen, F Shen, QS Sun, YH Yuan
Proceedings of the 23rd ACM international conference on Multimedia, 831-834, 2015
832015
Compressed K-Means for Large-Scale Clustering
XB Shen, W Liu, IW Tsang, F Shen, QS Sun
Proceedings of the AAAI Conference on Artificial Intelligence, 2527-2533, 2017
812017
Multilabel prediction via cross-view search
X Shen, W Liu, IW Tsang, QS Sun, YS Ong
IEEE transactions on neural networks and learning systems 29 (9), 4324-4338, 2017
782017
Discrete Network Embedding
X Shen, S Pan, W Liu, YS Ong, QS Sun
IJCAI, 3549-3555, 2018
772018
A unified multiset canonical correlation analysis framework based on graph embedding for multiple feature extraction
XB Shen, QS Sun, YH Yuan
Neurocomputing 148, 397-408, 2015
502015
A novel semi-supervised canonical correlation analysis and extensions for multi-view dimensionality reduction
XB Shen, QS Sun
Journal of Visual Communication and Image Representation 25 (8), 1894-1904, 2014
432014
Double constrained NMF for partial multi-view clustering
B Qian, X Shen, Y Gu, Z Tang, Y Ding
2016 International Conference on Digital Image Computing: Techniques and …, 2016
422016
Sparse Embedded -Means Clustering
W Liu, X Shen, I Tsang
Advances in neural information processing systems 30, 2017
412017
Deep co-image-label hashing for multi-label image retrieval
X Shen, G Dong, Y Zheng, L Lan, IW Tsang, QS Sun
IEEE Transactions on Multimedia 24, 1116-1126, 2021
352021
Graph regularized multilayer concept factorization for data representation
X Li, X Shen, Z Shu, Q Ye, C Zhao
Neurocomputing 238, 139-151, 2017
312017
Hierarchical hashing learning for image set classification
Y Sun, X Wang, D Peng, Z Ren, X Shen
IEEE Transactions on Image Processing 32, 1732-1744, 2023
302023
A word-embedding-based steganalysis method for linguistic steganography via synonym substitution
L Xiang, J Yu, C Yang, D Zeng, X Shen
IEEE Access 6, 64131-64141, 2018
302018
Laplacian multiset canonical correlations for multiview feature extraction and image recognition
YH Yuan, Y Li, XB Shen, QS Sun, JL Yang
Multimedia Tools and Applications 76, 731-755, 2017
302017
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