A. Erdem Sarıyüce*

Assistant Professor
Department of Computer Science & Engineering
University at Buffalo

erdem at buffalo dot edu
323 Davis Hall, Buffalo, NY 14260

I am an assistant professor in the Department of Computer Science and Engineering at the University at Buffalo. My research is on large-scale graph mining and management. I develop algorithms to enable practical and insightful graph analytics for the real-world data which can be large, streaming, incomplete, and noisy.

Previously, I was the John von Neumann Post-doctoral Fellow at Sandia National Labs in Livermore, CA. I got my Ph.D. from the Computer Science and Engineering Department at the Ohio State University under the supervision of Ümit V. Çatalyürek (now at Georgia Tech).

Recent News

  • Aug 2018: New paper: 'Local Algorithms for Hierarchical Dense Subgraph Discovery', to appear in VLDB'19.
  • June 2018: New paper: 'Local Detection of Critical Nodes in Active Graphs', to appear in ASONAM'18.
  • May 2018: New paper: 'Butterfly Counting in Bipartite Networks', to appear in SIGKDD'18.

Advising

Ph.D. students
  • Md Moniruzzaman Monir
  • Penghang Liu
M.S. students
  • Varun Nagaraj
  • Aditya Sahay
  • Valerio Guarrasi (Visitor)
Undergraduate students
  • Redwan Khan

Selected Publications (full list)

  • Local Algorithms for Hierarchical Dense Subgraph Discovery [pdf] [code]
    A. Erdem Sarıyüce, C. Seshadhri, Ali Pınar
     VLDB 2019 - International Conference on Very Large Data Bases (to appear)

  • Butterfly Counting in Bipartite Networks [pdf]
    Seyed-Vahid Sanei-Mehri, A. Erdem Sarıyüce, Srikanta Tirthapura
     SIGKDD 2018 - ACM SIGKDD Conference on Knowledge Discovery and Data Mining

  • Peeling Bipartite Networks for Dense Subgraph Discovery [pdf] [code]
    A. Erdem Sarıyüce, Ali Pınar
     WSDM 2018 - ACM International Conference on Web Search and Data Mining

  • Finding the Hierarchy of Dense Subgraphs using Nucleus Decompositions [pdf] [code]
    A. Erdem Sarıyüce, C. Seshadhri, Ali Pınar, Ümit V. Çatalyürek
     WWW 2015 - International World Wide Web Conference [Best Paper Runner-up Award]

  • Regularizing Graph Centrality Computations [pdf]
    A. Erdem Sarıyüce, Erik Saule, Kamer Kaya, Ümit V. Çatalyürek
     JPDC 2015 - Journal of Parallel and Distributed Computing, 76, 106-119

  • Streaming Algorithms for k-core Decomposition [pdf] [code]
    A. Erdem Sarıyüce, Buğra Gedik, Gabriela Jacques-Silva, Kun-Lung Wu, Ümit V. Çatalyürek
     VLDB 2013 - International Conference on Very Large Data Bases


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