MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing.
Sami Abu-El-HaijaBryan PerozziAmol KapoorNazanin AlipourfardKristina LermanHrayr HarutyunyanGreg Ver SteegAram GalstyanPublished in: ICML (2019)
Keyphrases
- higher order
- natural images
- graph representation
- neighborhood graph
- random walk
- high order
- neighborhood structure
- unsupervised feature learning
- graph theory
- graph theoretic
- pairwise
- graph structure
- graph model
- deep learning
- sparse coding
- minimal spanning tree
- higher order relations
- graph search
- graph mining
- dependency graph
- weighted graph
- stable set
- affinity graph
- lower order
- link analysis
- low order
- data sets
- bipartite graph
- connected components
- pattern mining
- multiscale
- web pages
- neural network