Graph layouts can be computed by a compact neural field trained on the layout energy, enabling out-of-sample node placement, sub-quadratic pair handling, and a family of drawings from one fit.
Graph drawing by stochastic gradient descent.IEEE transactions on visualization and computer graphics, 25(9):2738–2748,
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Inductive Graph Layout with Implicit Neural Fields
Graph layouts can be computed by a compact neural field trained on the layout energy, enabling out-of-sample node placement, sub-quadratic pair handling, and a family of drawings from one fit.