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Understanding Over-Squashing and Bottlenecks on Graphs via Curvature | Jake Topping & F. Di Giovanni

Understanding Over-Squashing and Bottlenecks on Graphs via Curvature | Jake Topping & F. Di Giovanni

[230609 Seminar] Understanding Over-Squashing and Bottlenecks on Graphs via Curvature

[230609 Seminar] Understanding Over-Squashing and Bottlenecks on Graphs via Curvature

Understanding over-squashing and bottlenecks on graphs via curvature | Ricci Flow | Paper Explained

Understanding over-squashing and bottlenecks on graphs via curvature | Ricci Flow | Paper Explained

Lecture 8: Curvature & Oversquashing in GNNs - Francesco Di Giovanni

Lecture 8: Curvature & Oversquashing in GNNs - Francesco Di Giovanni

GEOTOP-A | Francesco Di Giovanni | Over-squashing and over-smoothing through the lenses of curvature

GEOTOP-A | Francesco Di Giovanni | Over-squashing and over-smoothing through the lenses of curvature

Tutorial: Graph Rewiring: From Theory to Applications in Fairness

Tutorial: Graph Rewiring: From Theory to Applications in Fairness

Gaussian Processes on Graphs via Spectral Kernel Learning

Gaussian Processes on Graphs via Spectral Kernel Learning

#85 Dr. Petar Veličković (Deepmind) - Categories, Graphs, Reasoning [NEURIPS22 UNPLUGGED]

#85 Dr. Petar Veličković (Deepmind) - Categories, Graphs, Reasoning [NEURIPS22 UNPLUGGED]

Graph Neural Networks as Gradient Flows | Francesco Di Giovanni & James Rowbottom

Graph Neural Networks as Gradient Flows | Francesco Di Giovanni & James Rowbottom

AGT: Graphs, curvature, and local discrepancy

AGT: Graphs, curvature, and local discrepancy

110320_Oversmoothing of GNNs and its Solutions

110320_Oversmoothing of GNNs and its Solutions

Stretching and Squeezing Graphs | A Level Maths AS - Episode 41

Stretching and Squeezing Graphs | A Level Maths AS - Episode 41