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    Article

    t-PINE: tensor-based predictable and interpretable node embeddings

    Graph representations have increasingly grown in popularity during the last years. Existing representation learning approaches explicitly encode network structure. Despite their good performance in downstream ...

    Saba Al-Sayouri, Ekta Gujral, Danai Koutra in Social Network Analysis and Mining (2020)

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    Reducing large graphs to small supergraphs: a unified approach

    Summarizing a large graph with a much smaller graph is critical for applications like speeding up intensive graph algorithms and interactive visualization. In this paper, we propose CONditional Diversified Net...

    Yike Liu, Tara Safavi, Neil Shah, Danai Koutra in Social Network Analysis and Mining (2018)

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    Article

    Facebook wall posts: a model of user behaviors

    How do people interact with their Facebook wall? At a high level, this question captures the essence of our work. While most prior efforts focus on Twitter, the much fewer Facebook studies focus on the friends...

    Pravallika Devineni, Danai Koutra, Michalis Faloutsos in Social Network Analysis and Mining (2017)