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Author

Kai Zhang

Observed name: Zhang, Kai
Observed institutions: NEC (Japan), University of Science and Technology of China, Siemens (Germany), Lawrence Berkeley National Laboratory, Hong Kong University of Science and Technology, Princeton University, NEC (United States), Siemens (United States), China University of Petroleum, East China, Yiwu Industrial & Commercial College, Qingdao University of Technology, East China Normal University, Southeast University, Temple University
ORCID: 0000-0002-9692-4333
Observed ORCIDs: 0000-0002-9692-4333, 0009-0004-1688-1815, 0000-0001-6297-4423, 0000-0002-1188-2120, 0000-0002-6691-6762, 0000-0003-3850-5429, 0000-0002-2984-5985
OpenAlex ID: A5107559430
NetWalk
2018 · Wenchao Yu, Wei Cheng, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 355
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Improved Nyström low-rank approximation and error analysis
2008 · Kai Zhang, Ivor W. Tsang, et al. · International Conference on Machine Learning · 302
Scaling up Kernel SVM on Limited Resources: A Low-rank Linearization Approach
2012 · Kai Zhang, Liang Lan, et al. · 106
Ranking Causal Anomalies via Temporal and Dynamical Analysis on Vanishing Correlations
2016 · Wei Cheng, Kai Zhang, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 78
Density-Weighted Nyström Method for Computing Large Kernel Eigensystems
2008 · Kai Zhang, James T. Kwok · Neural Computation · 77
Maximum margin clustering made practical
2007 · Kai Zhang, Ivor W. Tsang, et al. · International Conference on Machine Learning · 76
Entity Embedding-based Anomaly Detection for Heterogeneous Categorical Events
2016 · Chen, Ting, Tang, Lu-An, et al. · arXiv (Cornell University) · 73
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Scaling Up Kernel SVM on Limited Resources: A Low-Rank Linearization Approach
2018 · Liang Lan, Zhuang Wang, et al. · IEEE Transactions on Neural Networks and Learning Systems · 61
Covariate Shift in Hilbert Space: A Solution via Sorrogate Kernels
2013 · Kai Zhang, Vincent W. Zheng, et al. · Rare & Special e-Zone (The Hong Kong University of Science and Technology) · 56
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Scaling Up Graph-Based Semisupervised Learning via Prototype Vector Machines
2014 · Kai Zhang, Liang Lan, et al. · IEEE Transactions on Neural Networks and Learning Systems · 48
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Applying Neighborhood Consistency for Fast Clustering and Kernel Density Estimation
2005 · Kai Zhang, Ming Tang, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 38
Rhythmic Dynamics and Synchronization via Dimensionality Reduction: Application to Human Gait
2010 · Jie Zhang, Kai Zhang, et al. · PLoS Computational Biology · 37
Seeding the Kernels in graphs: toward multi-resolution community analysis
2009 · Jie Zhang, Kai Zhang, et al. · New Journal of Physics · 37
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Efficient Discovery of Abnormal Event Sequences in Enterprise Security Systems
2017 · Boxiang Dong, Zhengzhang Chen, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 36
Distributed Flexible Nonlinear Tensor Factorization
2016 · Zhe, Shandian, Zhang, Kai, et al. · arXiv (Cornell University) · 33
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Temporal Skeletonization on Sequential Data: Patterns, Categorization, and Visualization
2015 · Chuanren Liu, Kai Zhang, et al. · IEEE Transactions on Knowledge and Data Engineering · 33
Finding Communities by Their Centers
2016 · Yan Chen, Pei Zhao, et al. · Scientific Reports · 32
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Temporal skeletonization on sequential data
2014 · Chuanren Liu, Kai Zhang, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 30
Simplifying Mixture Models through Function Approximation
2007 · Kai Zhang, James T. Kwok · The MIT Press eBooks · 28
Substructure Assembling Network for Graph Classification
2018 · Xiaohan Zhao, Bo Zong, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 22
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Accelerated Convergence Using Dynamic Mean Shift
2006 · Kai Zhang, Jamesk T. Kwok, et al. · Lecture notes in computer science · 21
Collaborative Alert Ranking for Anomaly Detection
2018 · Ying Lin, Zhengzhang Chen, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 20
Anomalous Event Sequence Detection
2020 · Boxiang Dong, Zhengzhang Chen, et al. · IEEE Intelligent Systems · 17
DisTenC: A Distributed Algorithm for Scalable Tensor Completion on Spark
2018 · Hancheng Ge, Kai Zhang, et al. · IEEE International Conference on Data Engineering (ICDE) · 15
Efficient Long-Term Degradation Profiling in Time Series for Complex Physical Systems
2015 · Liudmila Ulanova, Tan Yan, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 15
Works count: 68
Citation count: 1,768
H-index: 21
I10-index: 30
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