GNSN defines a dynamic velocity field on graphs to enable convection alongside diffusion, mitigating oversmoothing and outperforming baselines on twelve datasets with varying homophily.
Information Retrieval3 (2000), 127–163
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Graph Navier Stokes Networks
GNSN defines a dynamic velocity field on graphs to enable convection alongside diffusion, mitigating oversmoothing and outperforming baselines on twelve datasets with varying homophily.