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Label Propagation, Percolation and Random Walks

  • Nonlinear Diffusion for Community Detection and Semi-Supervised Learning (WWW 2019)

  • Community Detection in Bipartite Networks by Multi Label Propagation Algorithm (JSAI 2019)

  • Constrained Local Graph Clustering by Colored Random Walk (WWW 2019)

  • Dynamic Graph-Based Label Propagation for Density Peaks Clustering (Expert Systems 2019)

  • Community Detection by Information Flow Simulation (ArXiv 2018)

  • Network Community-Based Model Reduction for Vortical Flows (Physical Review E, 2018.)

  • Multiple Local Community Detection (ACM SIGMETRICS 2017)

  • Krylov Subspace Approximation for Local Community Detection in Large Networks (ArXiv 2017)

  • Many Heads are Better than One: Local Community Detection by the Multi-Walker Chain (ICDM 2017)

  • Improving PageRank for Local Community Detection (ArXiv 2016)

  • Limited Random Walk Algorithm for Big Graph Data Clustering (Journal of Big Data 2016)

  • Community Detection Based on Structure and Content: A Content Propagation Perspective (ICDM 2015)

  • Modeling Community Detection Using Slow Mixing Random Walks (IEEE Big Data 2015)

  • GossipMap: A Distributed Community Detection Algorithm for Billion-Edge Directed Graphs (SC 2015)

  • Scalable Detection of Statistically Significant Communities and Hierarchies, Using Message Passing for Modularity (PNAS 2014)

  • Overlapping Community Detection Using Seed Set Expansion (CIKM 2013)

  • Influence-Based Network-Oblivious Community Detection (ICDM 2013)

  • SLPA: Uncovering Overlapping Communities in Social Networks via A Speaker-listener Interaction Dynamic Process (ICDMW 2011)

  • On the Generation of Stable Communities of Users for Dynamic Mobile Ad Hoc Social Networks (IEEE ICOIN 2011)

  • Layered Label Propagation:A Multi-Resolution Coordinate-Free Ordering for Compressing Social Networks Categories and Subject Descriptors (WWW 2011)

  • SHARC: Community-Based Partitioning for Mobile Ad Hoc Networks Using Neighborhood Similarity (IEEE WoWMoM 2010)

  • Mapping Change in Large Networks (Plos One 2010)

  • Graph Clustering Based on Structural/Attribute Similarities (WSDM 2009)

  • Bridge Bounding: A Local Approach for Efficient Community Discovery in Complex Networks (ArXiv 2009)

    • Symeon Papadopoulos, Andre Skusa, Athena Vakali, Yiannis Kompatsiaris, and Nadine Wagner
    • [Paper]
    • [Java Reference]

  • The Map Equation (The European Physical Journal Special Topics 2009)

  • Biclique Communities (Physical Review E 2008)

  • Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks (Physical Review E 2008)

  • Chinese Whispers: an Efficient Graph Clustering Algorithm and its Application to Natural Language Processing Problems (HLT 2006)

  • Uncovering the Overlapping Community Structure of Complex Networks in Nature and Society (Nature 2005)

  • An Efficient Algorithm for Large-scale Detection of Protein Families (Nucleic Acids Research 2002)