82 citations · 190 across the 16 of their papers we have counts for
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cs.LG2020★ 9 cited
From Local Structures to Size Generalization in Graph Neural Networks
Gilad Yehudai, Ethan Fetaya, Eli Meirom +2
Graph neural networks (GNNs) can process graphs of different sizes, but their ability to generalize across sizes, specifically from small to large graphs, is still not well underst…
cs.LG2020★ 13 cited
Controlling Graph Dynamics with Reinforcement Learning and Graph Neural Networks
Eli A. Meirom, Haggai Maron, Shie Mannor +1
We consider the problem of controlling a partially-observed dynamic process on a graph by a limited number of interventions. This problem naturally arises in contexts such as sched…