Publications

2017

  • T. Reza, M. Ripeanu, C. Klymko, G. Sanders, and R. Pearce, Towards Practical and Robust Labeled Pattern Matching in Trillion-Edge Graphs, in Proceedings of The 19th IEEE International Conference on Cluster Computing (IEEECluster ’17), Honolulu, Hawaii, 05 – 08 September, 2017.  http://www.ece.ubc.ca/~matei/papers/cluster17.pdf
  • T. La Fond, G. Sanders, C. Klymko, and V. E. Henson, An Ensemble Framework for Detecting Community Changes in Dynamic Networks, in Proceedings of The 2017 IEEE High Performance Extreme Computing Conference (HPEC ‘17), Waltham, Ma, 12-14 September 2017.  arXiv:1708.08136

2016

  • M. Chugunova et. al, Study of a Mixed Dispersal Population Dynamics Model, Numerical Partial Differential Equations and Scientific Computing, The IMA Volumes in Mathematics and its Applications 160, 2016. doi:10.1007/978-1-4939-6399-7

2015

  • M. Benzi and C. Klymko, On the limiting behavior of parameter-dependent network centrality measures, SIAM. J. Matrix Anal. & Appl. 36-2 (2015), pp. 686-706, doi:10.1137/130950550.

2014 

  • C. Klymko, D. F. Gleich, and T. G. Kolda, Using Triangles to Improve Community Detection in Directed Networks, in The Second ASE International Conference on Big Data Science and Computing, BigDataScience, (Stanford, Ca, May 27-31, 2014), accepted, arXiv:1404.5874.
  • T. S. Humble, A. J. McCaskey, R. S. Bennink, J. J. Billings, E. F. D’Azevedo, B. D. Sullivan, C. F. Klymko, and H. Seddiqi, An integrated programming and development environment for adiabatic quantum optimization, Comput. Sci. Disc. 7 015006, 2014, doi:10.1088/1749-4680/7/1/015006.
  • C. Klymko, B. D. Sullivan, and T. S. Humble, Adiabatic Quantum Optimization Programming: Minor Embedding With Variable Hardware, Quantum Information Processing, 13 (3), pp. 709-728, March 2014, doi:10.1007/s11128-013-0683-9 .

2013

  • M. Benzi and C. Klymko, Total Communicability as a Centrality Measure , Journal of Complex Networks, 1 (2), pp. 124-149, May 2013, doi:10.1093/comnet/cnt007 .
  • M. Benzi, E. Estrada, and C. Klymko, Ranking Hubs and Authorities Using Matrix Functions, Linear Algebra and its Applications, 438 (5), pp. 2447-2474, March 2013, doi:10.1016/j.laa.2012.10.022 .