Jian Zhang
Assistant Professor
Department of Computer Science, Louisiana State University
285 Coates Hall
Tel: (225)-578-8353
Email: zhang at csc dot lsu dot edu
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Selected Publications
Book Chapter
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A Survey on Streaming Algorithms for Massive Graphs,
in Managing and Mining Graph Data, Aggarwal, C.C. and Wang, H. (eds.),
Springer, New York, 2010.
Referenced Journal and Conference Papers
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Transferred Correlation Learning: An Incremental Scheme for Neural Network Ensembles,
with J. Lei and G. Allen
in Proceedings of International Joint Conference on Neural Networks, 2010.
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Knowledge Transfer for Feature Generation in Document Classification,
with S. Shakya
in Proceedings of the 6th International Conference on Machine Learning and Applications (ICMLA), 2009.
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Highly Predictive Blacklisting,
with Phil Porras and Johannes Ullrich
in Proceedings of the 17th USENIX Security, 2008.
Winner of the best paper award
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Gaussian Process Learning for Cyber-Attack Early Warning,
with Phil Porras and Johannes Ullrich,
in Statistical Analysis and Data Mining 3(1): 56-68, 2009.
A preliminary version appeared in Proceedings of SIAM International Conference on Data Mining (SDM), 2008.
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Finding Highly Correlated Pairs Efficiently with Powerful Pruning,
with Joan Feigenbaum,
in Proceedings of ACM Conference on Information and Knowledge Management (CIKM), 2006, pp. 152-161.
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Learning-Based Anomaly Detection in BGP Updates,
with Jennifer Rexford and Joan Feigenbaum,
in Proceedings of SIGCOMM 2005 Workshop on Mining Network Data, 2005, pp. 219-220.
A longer version is available as Yale University Technical Report YALEU/DCS/TR-1318.
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Graph Distances in the Streaming Model: The Value of Space,
with Joan Feigenbaum, Sampath Kannan,
Andrew McGregor, and Siddharth Suri,
in SIAM Journal of Computing 38: 1709-1727, 2008.
A preliminary version appeared in Proceedings of 16th ACM-SIAM Symposium on Discrete Algorithms (SODA), 2005, pp. 745-754.
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Efficient Algorithms for Constructing (1+ε,β)-Spanners in the Distributed and
Streaming Models,
with Michael Elkin,
in Distributed Computing 18(5):375-385, 2006
A preliminary version appeared in Proceedings of 23th ACM Symposium on Principles of Distributed Computing (PODC), 2004, pp. 160-168
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On Graph Problems in a Semi-Streaming Model,
with Joan Feigenbaum, Sampath Kannan,
Andrew McGregor, and Siddharth Suri,
in Theoretical Computer Science 348 (2005), pp. 207-216. (Special issue of selected papers from ICALP'04.)
A preliminary version appeared in Proceedings of 31th International Colloquium on Automata, Languages, and Programming (ICALP), LNCS Vol. 3142, 2004, pp. 531-543.
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