Grothendieck Graph Neural Networks Framework: An Algebraic Platform for Crafting Topology-Aware GNNs

Documenti analoghi

• Modeling Topological Impact on Node Attribute Distributions in Attributed Graphs
  di: Langari, Amirreza Shiralinasab, et al.
  Pubblicazione: (2026)
• Representing the language of a topos as quotient of the category of spans
  di: Golshani, M., et al.
  Pubblicazione: (2022)
• Locality-Aware Graph-Rewiring in GNNs
  di: Barbero, Federico, et al.
  Pubblicazione: (2023)
• The Logical Expressiveness of Topological Neural Networks
  di: Akbari, Amirreza, et al.
  Pubblicazione: (2026)
• On the Topology Awareness and Generalization Performance of Graph Neural Networks
  di: Su, Junwei, et al.
  Pubblicazione: (2024)