Graph Element Networks: adaptive, structured computation and memory.

Ferran Alet Adarsh Keshav Jeewajee Maria Bauzá Villalonga Alberto Rodriguez Tomás Lozano-Pérez Leslie Pack Kaelbling

Published in: ICML (2019)

Keyphrases

structured data
graph structures
random walk
graph theory
betweenness centrality
fully connected
complex networks
social networks
graph representation

dynamic networks
protein interaction networks
main memory
directed graph
graph structure
graph model
highly connected
clustering coefficient
subgraph isomorphism

network structure
directed edges
community discovery
degree distribution
max margin markov
social graphs
average degree
graph layout

graph based algorithm
high bandwidth
memory space
small world
heterogeneous networks
memory requirements
computer networks
connected components