27 citations · 47 across the 9 of their papers we have counts for
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cs.SI2022★ 2 cited
Motif-Based Visual Analysis of Dynamic Networks
Eren Cakmak, Johannes Fuchs, Dominik Jäckle +3
Many data analysis problems rely on dynamic networks, such as social or communication network analyses. Providing a scalable overview of long sequences of such dynamic networks rem…
cs.LG2022★ 27 cited
GraphFramEx: Towards Systematic Evaluation of Explainability Methods for Graph Neural Networks
Kenza Amara, Rex Ying, Zitao Zhang +5
As one of the most popular machine learning models today, graph neural networks (GNNs) have attracted intense interest recently, and so does their explainability. Users are increas…