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10/02/2022
Gradient Gating for Deep Multi-Rate Learning on Graphs
We present Gradient Gating (G^2), a novel framework for improving the pe...
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06/22/2022
Graph Neural Networks as Gradient Flows
Dynamical systems minimizing an energy are ubiquitous in geometry and ph...
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02/04/2022
Graph-Coupled Oscillator Networks
We propose Graph-Coupled Oscillator Networks (GraphCON), a novel framewo...
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09/24/2020