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Kai Zhang
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Improved Nyström low-rank approximation and error analysis
K Zhang, IW Tsang, JT Kwok
Proceedings of the 25th international conference on Machine learning, 1232-1239, 2008
4352008
Netwalk: A flexible deep embedding approach for anomaly detection in dynamic networks
W Yu, W Cheng, CC Aggarwal, K Zhang, H Chen, W Wang
Proceedings of the 24th ACM SIGKDD international conference on knowledge …, 2018
3652018
Neural, electrophysiological and anatomical basis of brain-network variability and its characteristic changes in mental disorders
J Zhang, W Cheng, Z Liu, K Zhang, X Lei, Y Yao, B Becker, Y Liu, ...
Brain 139 (8), 2307-2321, 2016
3142016
Clustered Nyström method for large scale manifold learning and dimension reduction
K Zhang, JT Kwok
IEEE Transactions on Neural Networks 21 (10), 1576-1587, 2010
2552010
Maximum margin clustering made practical
K Zhang, IW Tsang, JT Kwok
Proceedings of the 24th International Conference on Machine learning, 1119-1126, 2007
2342007
Characterizing pseudoperiodic time series through the complex network approach
J Zhang, J Sun, X Luo, K Zhang, T Nakamura, M Small
Physica D: Nonlinear Phenomena 237 (22), 2856-2865, 2008
2112008
Scaling up kernel SVM on limited resources: A low-rank linearization approach
K Zhang, L Lan, Z Wang, F Moerchen
Artificial intelligence and statistics, 1425-1434, 2012
1942012
Prototype vector machine for large scale semi-supervised learning
K Zhang, JT Kwok, B Parvin
Proceedings of the 26th annual international conference on machine learning …, 2009
1212009
Entity embedding-based anomaly detection for heterogeneous categorical events
T Chen, LA Tang, Y Sun, Z Chen, K Zhang
arXiv preprint arXiv:1608.07502, 2016
1122016
Density-weighted Nyström method for computing large kernel eigensystems
K Zhang, JT Kwok
Neural computation 21 (1), 121-146, 2009
962009
Adaptive structural fingerprints for graph attention networks
K Zhang, Y Zhu, J Wang, J Zhang
International Conference on Learning Representations, 2019
922019
Neural and genetic determinants of creativity
Z Liu, J Zhang, X Xie, ET Rolls, J Sun, K Zhang, Z Jiao, Q Chen, J Zhang, ...
Neuroimage 174, 164-176, 2018
772018
Distributed flexible nonlinear tensor factorization
S Zhe, K Zhang, P Wang, K Lee, Z Xu, Y Qi, Z Ghahramani
Advances in neural information processing systems 29, 2016
732016
Temporal skeletonization on sequential data: Patterns, categorization, and visualization
C Liu, K Zhang, H Xiong, G Jiang, Q Yang
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
732014
Ranking causal anomalies via temporal and dynamical analysis on vanishing correlations
W Cheng, K Zhang, H Chen, G Jiang, Z Chen, W Wang
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016
722016
Simplifying mixture models through function approximation
K Zhang, JT Kwok
IEEE Transactions on Neural Networks 21 (4), 644-658, 2010
722010
Node importance for dynamical process on networks: A multiscale characterization
J Zhang, XK Xu, P Li, K Zhang, M Small
Chaos: an interdisciplinary journal of nonlinear science 21 (1), 2011
682011
Covariate shift in hilbert space: A solution via sorrogate kernels
K Zhang, V Zheng, Q Wang, J Kwok, Q Yang, I Marsic
International Conference on Machine Learning, 388-395, 2013
652013
Reexamination of explosive synchronization in scale-free networks: The effect of disassortativity
P Li, K Zhang, X Xu, J Zhang, M Small
Physical Review E 87 (4), 042803, 2013
632013
Applying neighborhood consistency for fast clustering and kernel density estimation
K Zhang, M Tang, JT Kwok
2005 IEEE Computer Society Conference on Computer Vision and Pattern …, 2005
622005
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