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Universal Deep GNNs: Rethinking Residual Connection in GNNs from a Path Decomposition Perspective for Preventing the Over-smoothing.

Jie ChenWeiqi LiuZhizhong HuangJunbin GaoJunping ZhangJian Pu
Published in: CoRR (2022)
Keyphrases
  • shortest path
  • viewpoint
  • decomposition method
  • multiscale
  • database
  • data sets
  • information systems
  • bayesian networks
  • deep learning
  • curve fitting
  • bilateral filtering
  • algorithmic information theory