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Видео ютуба по тегу Oversquashing
Understanding Over-Squashing and Bottlenecks on Graphs via Curvature | Jake Topping & F. Di Giovanni
Multi-Track Message Passing: Tackling Oversmoothing and Oversquashing in Graph Learning
Oversmoothing, “Oversquashing”, Heterophily, Long-Range, and more
Part 20: understanding oversquashing and bottleneches on graphs via curvature
Understanding over-squashing and bottlenecks on graphs via curvature | Ricci Flow | Paper Explained
Lecture 8: Curvature & Oversquashing in GNNs - Francesco Di Giovanni
A Remedy for Over-Squashing via Curvature-guided Graph-to-Hypergraph Structural Lifting
Part 102: oversquashing in GNNs through the lens of information contraction and graph expansion.
Part 12: on oversquashing. in message passing neural networks: The impact of width, depth and to...
Part 18: understanding virtual nodes: oversmoothing, oversquashing and node hetetogeneity
Over-squashing and Over-smoothing
AI's Curvature Hack: Solve Over-Squashing!
Part 104: FOSR: first order spectral rewiring for addressing oversquashing in GNNs
[230609 Seminar] Understanding Over-Squashing and Bottlenecks on Graphs via Curvature
Limits of Depth Over Smoothing and Over Squashing in GNNs
Part 105: adaptive message passing: a general framework to mitigate oversmoothing, oversquashing...
AI Research Paper Overview: Spectral Graph Pruning Against Over-Squashing and Over-Smoothing
GEOTOP-A | Francesco Di Giovanni | Over-squashing and over-smoothing through the lenses of curvature
Michael Bronstein | Neural diffusion PDEs, differential geometry, and graph neural networks
Tutorial: Graph Rewiring: From Theory to Applications in Fairness
Graph Neural Network, Geometric Flows, and Neural DiffusionEquations
Non convolutional Graph Neural Networks
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