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 | 791 | 2020 |
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 | 254 | 2019 |
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 | 233 | 2021 |
Reversible natural language watermarking using synonym substitution and arithmetic coding W Hao, L Xiang, Y Li, P Yang, X Shen | 126 | 2018 |
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 | 117 | 2017 |
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 | 88 | 2018 |
Discrete multi-graph hashing for large-scale visual search L Xiang, X Shen, J Qin, W Hao Neural Processing Letters 49, 1055-1069, 2019 | 84 | 2019 |
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 | 81 | 2015 |
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 | 80 | 2017 |
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 | 78 | 2017 |
Discrete Network Embedding X Shen, S Pan, W Liu, YS Ong, QS Sun IJCAI, 3549-3555, 2018 | 75 | 2018 |
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 | 50 | 2015 |
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 | 43 | 2014 |
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 | 42 | 2016 |
Sparse Embedded -Means Clustering W Liu, X Shen, I Tsang Advances in neural information processing systems 30, 2017 | 41 | 2017 |
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 | 33 | 2021 |
Graph regularized multilayer concept factorization for data representation X Li, X Shen, Z Shu, Q Ye, C Zhao Neurocomputing 238, 139-151, 2017 | 31 | 2017 |
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 | 30 | 2023 |
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 | 30 | 2017 |
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 | 29 | 2018 |