Bryan Perozzi

Peer Reviewed Publications

You can find a more automatically updated list at my Google Scholar or DBLP profiles.

† denotes Selected Publications

Conference & Journal Papers

  • Ties That Bind: Characterizing Classes by Attributes and Social Ties
    Aria Rezaei, Bryan Perozzi, Leman Akoglu
    26th International Conference on World Wide Web (WWW '17)
    Perth, Australia, April 2017
    [pdf] [bibtex] [project page] [software]
    (Web Science Track)
  • When Recommendation Goes Wrong: Anomalous Link Discovery in Recommendation Networks
    Bryan Perozzi, Michael Schueppert, Jack Saalweachter, Mayur Thakur
    22th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '16)
    San Francisco, USA, August 2016
    [pdf (open access)] [bibtex]
  • Scalable Anomaly Ranking of Attributed Neighborhoods
    Bryan Perozzi, Leman Akoglu
    2016 SIAM International Conference on Data Mining (SDM '16)
    Miami, USA, May 2016
    [pdf] [bibtex] [project page] [software]
    (SDM'16 Best Paper Runner-up!)
  • Freshman or Fresher? Quantifying the Geographic Variation of Internet Language
    Vivek Kulkarni, Bryan Perozzi, Steven Skiena
    10th International AAAI Conference On Web And Social Media (ICWSM '16)
    Cologne, Germany, May 2016
    [full pdf]
  • Statistically Significant Detection of Linguistic Change†
    Vivek Kulkarni, Rami Al-Rfou, Bryan Perozzi, Steven Skiena
    24th International World Wide Web Conference (WWW '15)
    Florence, Italy, May 2015
    [pdf] [bibtex] [project page] [software]
    (full paper acceptance rate: 14.1%)
  • Polyglot-NER: Massive Multilingual Named Entity Recognition
    Rami Al-Rfou, Vivek Kulkarni, Bryan Perozzi, Steven Skiena
    2015 SIAM International Conference on Data Mining (SDM '15)
    Vancover, Canada, April 2015
    [pdf] [project page]
    (full paper acceptance rate: 22%)
  • DeepWalk: Online Learning of Social Representations†
    Bryan Perozzi, Rami Al-Rfou, Steven Skiena
    20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '14)
    New York, USA, August 2014
    [pdf] [slides] [bibtex] [project page] [software]
    (full paper acceptance rate: 14.6%)
  • Focused Clustering and Outlier Detection in Large Attributed Graphs†
    Bryan Perozzi, Leman Akoglu, Patricia Iglesias Sánchez, Emmanuel Müller
    20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '14)
    New York, USA, August 2014
    [pdf] [slides] [bibtex] [project page] [software]
    (full paper acceptance rate: 14.6%)
  • Scalable graph clustering with parallel approximate PageRank
    Bryan Perozzi, Christopher McCubbin, and J.T. Halbert
    Social Network Analysis and Mining
    March 2014, Vol. 4:179
    [official pdf]
  • Polyglot: Distributed Word Representations for Multilingual NLP
    Rami Al-Rfou, Bryan Perozzi, and Steven Skiena
    17th Conference on Computational Natural Language Learning (CoNLL '13)
    Sofia, Bulgaria, August 2013
    [pdf] [bibtex] [project page] [software]
    (full paper acceptance rate: 25%)

Workshop and Poster Papers