Papers

  1. Temporal Network Motifs: Models, Limitations, Evaluation [pdf]
    Penghang Liu, Valerio Guarrasi, A. Erdem Sarıyüce
    TKDE 2021 - IEEE Transactions on Knowledge and Data Engineering

  2. Motif-driven Dense Subgraph Discovery in Directed and Labeled Networks [pdf] [code] [slides] [talk]
    A. Erdem Sarıyüce
    WWW 2021 - The Web Conference

  3. Characterizing and Utilizing the Interplay Between Core and Truss Decompositions [pdf]
    Penghang Liu, A. Erdem Sarıyüce
    BigData 2020 - IEEE International Conference on Big Data

  4. Using Large Cliques for Hierarchical Dense Subgraph Discovery [pdf]
    Moniruzzaman Monir, A. Erdem Sarıyüce,
    CSoNET 2020 - International Conference on Computational Data and Social Networks

  5. Identifying Taxonomic Units in Metagenomic DNA Streams [pdf]
    Vicky Zheng, A. Erdem Sarıyüce, Jaroslaw Zola
    BIOKDD 2020 - Workshop on Data Mining and Bioinformatics, in conjunction with SIGKDD

  6. Residual Core Maximization: An Efficient Algorithm for Maximizing the Size of the k-Core [pdf]
    Ricky Laishram, A. Erdem Sarıyüce, Tina Eliassi-Rad, Ali Pınar, Sucheta Soundarajan
    SDM 2020 - SIAM International Conference on Data Mining

  7. FLEET: Butterfly Estimation from a Bipartite Graph Stream [pdf] [code]
    Seyed-Vahid Sanei-Mehri, Yu Zhang, A. Erdem Sarıyüce, Srikanta Tirthapura
    CIKM 2019 - ACM International Conference on Information and Knowledge Management

  8. 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

  9. Analysis of Core and Truss Decompositions on Real-World Networks
    Penghang Liu, A. Erdem Sarıyüce
    MLG 2019 - Workshop on Mining and Learning with Graphs, in conjunction with SIGKDD

  10. Local Detection of Critical Nodes in Active Graphs [pdf]
    M. Yusuf Özkaya, A. Erdem Sarıyüce, Ali Pınar, Ümit V. Çatalyürek
    ASONAM 2018 - IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining

  11. 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

  12. Measuring and Improving the Core Resilience of Networks [pdf]
    Ricky Laishram, A. Erdem Sarıyüce, Tina Eliassi-Rad, Ali Pınar, Sucheta Soundarajan
    WWW 2018 - The Web Conference

  13. 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

  14. Nucleus Decompositions for Identifying Hierarchy of Dense Subgraphs [pdf]
    A. Erdem Sarıyüce, C. Seshadhri, Ali Pınar, Ümit V. Çatalyürek
    TWEB 2017 - ACM Transactions on the Web, 11(3), 16:1--16:27

  15. Graph Manipulations for Fast Centrality Computation [pdf]
    A. Erdem Sarıyüce, Kamer Kaya, Erik Saule, Ümit V. Çatalyürek
    TKDD 2017 - ACM Transactions on Knowledge Discovery from Data, 11(3), 26:1--26:25

  16. Fast Hierarchy Construction for Dense Subgraphs [pdf]
    A. Erdem Sarıyüce, Ali Pınar
    VLDB 2017 - International Conference on Very Large Data Bases

  17. Consistent Regions: Guaranteed Tuple Processing in IBM Streams [pdf]
    Gabriela Jacques-Silva, Fang Zheng, Daniel Debrunner, Kun-Lung Wu, Victor Dogaru, Eric Johnson, Michael Spicer, A. Erdem Sarıyüce
    VLDB 2016 - International Conference on Very Large Data Bases, Industrial Track

  18. Incremental k-core Decomposition: Algorithms and Evaluation [pdf] [code]
    A. Erdem Sarıyüce, Buğra Gedik, Gabriela Jacques-Silva, Kun-Lung Wu, Ümit V. Çatalyürek
    VLDBJ 2016 - Very Large Data Bases Journal, 25(3), 425-447

  19. SONIC: Streaming Overlapping Community Detection [pdf]
    A. Erdem Sarıyüce, Buğra Gedik, Gabriela Jacques-Silva, Kun-Lung Wu, Ümit V. Çatalyürek
    DAMI 2016 - Data Mining and Knowledge Discovery, 30(4), 819-847

  20. 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]

  21. Incremental Closeness Centrality in Distributed Memory [pdf]
    A. Erdem Sarıyüce, Erik Saule, Kamer Kaya, Ümit V. Çatalyürek
    ParCo 2015 - Parallel Computing, 47, 3-18

  22. 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

  23. Hardware/Software Vectorization for Closeness Centrality on Multi-/Many-Core Architectures [pdf]
    A. Erdem Sarıyüce, Erik Saule, Kamer Kaya, Ümit V. Çatalyürek
    MTAAP 2014 - Workshop on Multithreaded Architectures and Applications, in conjunction with IPDPS

  24. Incremental Algorithms for Closeness Centrality [pdf]
    A. Erdem Sarıyüce, Kamer Kaya, Erik Saule, Ümit V. Çatalyürek
    BigData 2013 - IEEE International Conference on Big Data

  25. STREAMER: A Distributed Framework for Incremental Closeness Centrality Computation [pdf]
    A. Erdem Sarıyüce, Erik Saule, Kamer Kaya, Ümit V. Çatalyürek
    Cluster 2013 - IEEE Cluster Conference

  26. 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

  27. Betweenness Centrality on GPUs and Heterogeneous Architectures [pdf] [code]
    A. Erdem Sarıyüce, Kamer Kaya, Erik Saule, Ümit V. Çatalyürek
    GPGPU 2013 - Workshop on General Purpose Processing Using GPUs, in conjunction with ASPLOS

  28. Shattering and Compressing Networks for Betweenness Centrality [pdf] [code]
    A. Erdem Sarıyüce, Erik Saule, Kamer Kaya, Ümit V. Çatalyürek
    SDM 2013 - SIAM International Conference on Data Mining

  29. Scalable Hybrid Implementation of Graph Coloring using MPI and OpenMP [pdf]
    A. Erdem Sarıyüce, Erik Saule, Ümit V. Çatalyürek
    PCO 2012 - Workshop on Parallel Computing and Optimization, in conjunction with IPDPS

  30. Improving Graph Coloring on Distributed Memory Parallel Computers [pdf]
    A. Erdem Sarıyüce, Erik Saule, Ümit V. Çatalyürek
    HiPC 2011 - International Conference on High Performance Computing

    Ph.D. Thesis

  1. Fast Algorithms for Large-Scale Network Analytics [pdf]
    A. Erdem Sarıyüce
    Ph.D. Dissertation 2015 - Department of Computer Science and Engineering, The Ohio State University

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