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09/17/2023
Mitigating Over-Smoothing and Over-Squashing using Augmentations of Forman-Ricci Curvature
While Graph Neural Networks (GNNs) have been successfully leveraged for ...
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06/15/2023
Understanding and Mitigating Extrapolation Failures in Physics-Informed Neural Networks
Physics-informed Neural Networks (PINNs) have recently gained popularity...
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06/10/2023
