Publications

  • Sucheta Soundarajan, Tina Eliassi-Rad, and Brian Gallagher. A Guide to Selecting a Network Similarity Method. SIAM Conference on Data Mining (SDM). 2014. PDF.
  • Sucheta Soundarajan and John Hopcroft. Use of Local Group Information to Identify Communities in Networks. ACM Transactions on Knowledge Discovery from Data (TKDD). 2014 (forthcoming).PDF
  • Bruno Abrahao, Sucheta Soundarajan, John Hopcroft, and Robert Kleinberg. A Separability Framework for Analyzing Community Structure. ACM Transactions on Knowledge Discovery from Data, special issue on Computation Aspects of Social and Information Networks (TKDD-CASIN). 2014. PDF
  • Sucheta Soundarajan and John Hopcroft. Use of Supervised Learning to Predict Directionality of Links in a Network. 8th International Conference on Advanced Data Mining and Applications (ADMA). 2012. PDF.
  • Sucheta Soundarajan and Carla Gomes. Using Community Detection Methods for Sustainability Applications. 3rd International Conference on Computational Sustainability. PDF
  • Bruno Abrahao, Sucheta Soundarajan, John Hopcroft, and Robert Kleinberg. On the Separability of Structural Classes of Communities. 18th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD). 2012. PDF. KDD video.
  • Sucheta Soundarajan and John Hopcroft. Using Community Information to Improve the Precision of Link Prediction Methods. World Wide Web (WWW) 2012. PDF Extended Version PDF
  • Added to Networkx!
  • John Hopcroft, Sucheta Soundarajan, and Liaoruo Wang. The future of computer science. Int J Software Informatics, Vol.5, No.4. 2011. PDF
  • Sucheta Soundarajan and John Hopcroft. Recovering social networks from contagion information. Proc. of 7th Annual Conference on Theory and Applications of Models of Computation (TAMC). 2010. PDF
  • Workshop and Other Presentations

  • Priya Govindan, Sucheta Soundarajan, and Tina Eliassi-Rad. Finding the Most Appropriate Auxiliary Data for Social Graph Deanonymization. KDD workshop on Data Ethics. 2014. PDF
  • Sucheta Soundarajan, Tina Eliassi-Rad, and Brian Gallagher. Which Network Similarity Method Should You Choose? Workshop on Information Networks at NYU. (2013) PDF
  • Abrahao B., Soundarajan S., Hopcroft J.E., Kleinberg R. On the Structure of Communities in Networks. Interdisciplinary Workshop on Information and Decision in Social Networks at MIT (2012). PDF
  • In Preparation

  • Sucheta Soundarajan, Acar Tamersoy, Elias Khalil, Duen-Horng Chau, Tina Eliassi-Rad, Brian Gallagher, and Kevin Roundy. ADAGE: A Framework for Generating Adaptable Intervals from Streaming Edges.
  • Kun He, Sucheta Soundarajan, Xuezhi Cao, and John Hopcroft. Revealing Multiple Layers of Deep Community Structure.
  • Sucheta Soundarajan, Tina Eliassi-Rad, Brian Gallagher, and Ali Pinar. Strategies for Probing Incomplete Graphs.