A small learned spring dynamics, trained on one signed graph, produces link sign predictions on other graphs via fast ODE simulation, with accuracy near existing methods and large speedups.
Force2vec: Parallel force-directed graph embedding
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Graph Spring Neural ODEs for Link Sign Prediction
A small learned spring dynamics, trained on one signed graph, produces link sign predictions on other graphs via fast ODE simulation, with accuracy near existing methods and large speedups.