Vinh Duc NGUYEN

Revisiting Over-smoothing and Over-squashing Using Ollivier-Ricci Curvature

Graph Neural Networks (GNNs) had been demonstrated to be inherently susceptible to the problems of over-smoothing and over-squashing. These issues prohibit the ability of GNNs to model complex graph interactions by limiting their effectiveness in taking into account distant information. Our study re…