Balancing Efficiency and Expressiveness: Subgraph GNNs with Walk-Based Centrality

Documenti analoghi

• A Flexible, Equivariant Framework for Subgraph GNNs via Graph Products and Graph Coarsening
  di: Bar-Shalom, Guy, et al.
  Pubblicazione: (2024)
• Towards Foundation Models on Graphs: An Analysis on Cross-Dataset Transfer of Pretrained GNNs
  di: Frasca, Fabrizio, et al.
  Pubblicazione: (2024)
• Topological Blindspots: Understanding and Extending Topological Deep Learning Through the Lens of Expressivity
  di: Eitan, Yam, et al.
  Pubblicazione: (2024)
• On The Expressive Power of GNN Derivatives
  di: Eitan, Yam, et al.
  Pubblicazione: (2025)
• Subgraphormer: Unifying Subgraph GNNs and Graph Transformers via Graph Products
  di: Bar-Shalom, Guy, et al.
  Pubblicazione: (2024)