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Oversquashing in GNNs through the lens of information contraction and graph expansion.

Pradeep Kr. BanerjeeKedar KarhadkarYuguang WangUri AlonGuido Montúfar
Published in: Allerton (2022)
Keyphrases
  • neural network
  • information sources
  • temporal information
  • database
  • domain knowledge
  • real time
  • genetic algorithm
  • prior knowledge
  • information processing
  • contextual information
  • directed graph