52 citations · 150 across the 20 of their papers we have counts for
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cs.LG2024
Lifelong Graph Learning for Graph Summarization
Jonatan Frank, Marcel Hoffmann, Nicolas Lell +2
Summarizing web graphs is challenging due to the heterogeneity of the modeled information and its changes over time. We investigate the use of neural networks for lifelong graph su…
cs.DS2024
Multi-View Structural Graph Summaries
Jonatan Frank, Andor Diera, David Richerby +1
A structural graph summary is a small graph representation that preserves structural information necessary for a given task. The summary is used instead of the original graph to co…