Topological Neural Networks: Mitigating the Bottlenecks of Graph Neural Networks via Higher-Order Interactions

Documenti analoghi

• Leveraging Personalized PageRank and Higher-Order Topological Structures for Heterophily Mitigation in Graph Neural Networks
  di: Wang, Yumeng, et al.
  Pubblicazione: (2025)
• Discovering the Representation Bottleneck of Graph Neural Networks
  di: Wu, Fang, et al.
  Pubblicazione: (2022)
• Spectral Higher-Order Neural Networks
  di: Peri, Gianluca, et al.
  Pubblicazione: (2026)
• Demystifying Higher-Order Graph Neural Networks
  di: Besta, Maciej, et al.
  Pubblicazione: (2024)
• The Interaction Bottleneck of Deep Neural Networks: Discovery, Proof, and Modulation
  di: Deng, Huiqi, et al.
  Pubblicazione: (2025)