Jian Zhang

Associate Professor

Division of Computer Science,
Louisiana State University

3272K Patrick Taylor Hall

Tel: (225)-578-8353

Email: zhang at csc dot lsu dot edu

Selected Publications

  • Classification of Android Apps and Malware Using Deep Neural Networks,
    with R. Nix
    in International Joint Conference on Neural Networks, 2017

  • ToPoMine: A Graph Miner for Analysis of Atom Dynamics Simulation Data in Materials Science.
    with S. Shakya, and B. Karki
    in Intelligent Data Analysis, 20(5), 1182-1198, 2016

  • Analyzing Molecular Dynamics Scattered Data for Large Atomic Movements,
    with S. Shakya, and B. Karki
    in Computational Materials Science, 95: 198-206, 2014

  • Towards Better Base Classifiers for Ensemble Classification of Gene Expression Data,
    with W. Duncan
    in Proceedings of International Conference on Bioinformatics and Computational Biology, 2013.

  • Deep Transfer Learning via Restricted Boltzmann Machine for Document Classification,
    in Proceedings of 10th IEEE International Conference on Machine Learning and Applications, 2011

  • 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.

  • Gaussian Process Learning for Cyber-Attack Early Warning,
    with Phil Porras and Johannes Ullrich,
    in Statistical Analysis and Data Mining 3(1): 56-68, 2010.

  • 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.

  • Highly Predictive Blacklisting,
    with Phil Porras and Johannes Ullrich
    in Proceedings of the 17th USENIX Security, 2008.
    Winner of the best paper award

  • 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.

  • 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