Towards Distribution Shift of Node-Level Prediction on Graphs: An Invariance Perspective.

Qitian Wu Hengrui Zhang Junchi Yan David Wipf

Published in: CoRR (2022)

Keyphrases

graph structure
prediction accuracy
directed graph
higher level
data distribution
random variables
viewpoint
tree structure
prediction error
levels of abstraction
extreme values
degree distribution
prediction model
bipartite graph
undirected graph
prediction algorithm
invariant properties
finding the shortest path