Видео ютуба по тегу Oversquashing

Oversmoothing, “Oversquashing”, Heterophily, Long-Range, and more

Oversmoothing, “Oversquashing”, Heterophily, Long-Range, and more

Part 105: adaptive message passing: a general framework to mitigate oversmoothing, oversquashing...

Part 105: adaptive message passing: a general framework to mitigate oversmoothing, oversquashing...

Part 104: FOSR: first order spectral rewiring for addressing oversquashing in GNNs

Part 104: FOSR: first order spectral rewiring for addressing oversquashing in GNNs

Part 102: oversquashing in GNNs through the lens of information contraction and graph expansion.

Part 102: oversquashing in GNNs through the lens of information contraction and graph expansion.

Part 20: understanding oversquashing and bottleneches on graphs via curvature

Part 20: understanding oversquashing and bottleneches on graphs via curvature

Part 18: understanding virtual nodes: oversmoothing, oversquashing and node hetetogeneity

Part 18: understanding virtual nodes: oversmoothing, oversquashing and node hetetogeneity

Part 12: on oversquashing. in message passing neural networks: The impact of width, depth and to...

Part 12: on oversquashing. in message passing neural networks: The impact of width, depth and to...

Multi-Track Message Passing: Tackling Oversmoothing and Oversquashing in Graph Learning

Multi-Track Message Passing: Tackling Oversmoothing and Oversquashing in Graph Learning

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

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

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

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