Two Sides of the Same Coin: Heterophily and Oversmoothing in Graph Convolutional Neural Networks.
Yujun YanMilad HashemiKevin SwerskyYaoqing YangDanai KoutraPublished in: CoRR (2021)
Keyphrases
- convolutional neural networks
- graph theoretic
- directed graph
- graph representation
- graph structure
- convolutional network
- graph theory
- graph model
- graph mining
- random walk
- connected components
- bipartite graph
- weighted graph
- database
- graph partitioning
- structured data
- directed acyclic graph
- xml documents
- graph databases
- mobile robot
- search algorithm
- neural network
- graph search
- dependency graph
- data sets