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James Rowbottom

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Graph Neural Networks as Gradient Flows

Jun 22, 2022
Francesco Di Giovanni, James Rowbottom, Benjamin P. Chamberlain, Thomas Markovich, Michael M. Bronstein

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Equivariant Mesh Attention Networks

May 21, 2022
Sourya Basu, Jose Gallego-Posada, Francesco Viganò, James Rowbottom, Taco Cohen

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Graph-Coupled Oscillator Networks

Feb 04, 2022
T. Konstantin Rusch, Benjamin P. Chamberlain, James Rowbottom, Siddhartha Mishra, Michael M. Bronstein

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Beltrami Flow and Neural Diffusion on Graphs

Oct 18, 2021
Benjamin Paul Chamberlain, James Rowbottom, Davide Eynard, Francesco Di Giovanni, Xiaowen Dong, Michael M Bronstein

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GRAND: Graph Neural Diffusion

Jun 21, 2021
Benjamin Paul Chamberlain, James Rowbottom, Maria Gorinova, Stefan Webb, Emanuele Rossi, Michael M. Bronstein

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