623 citations · 931 across the 9 of their papers we have counts for
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cs.LG2019★ 30 cited
Overlapping Community Detection with Graph Neural Networks
Oleksandr Shchur, Stephan Günnemann
Community detection is a fundamental problem in machine learning. While deep learning has shown great promise in many graphrelated tasks, developing neural models for community det…
cs.LG2019★ 22 cited
Intensity-Free Learning of Temporal Point Processes
Oleksandr Shchur, Marin Biloš, Stephan Günnemann
Temporal point processes are the dominant paradigm for modeling sequences of events happening at irregular intervals. The standard way of learning in such models is by estimating t…