Improving out-of-distribution generalization in graphs via hierarchical semantic environments

Yinhua Piao, Sangseon Lee, Yijingxiu Lu +1

Out-of-distribution (OOD) generalization in the graph domain is challenging due to complex distribution shifts and a lack of environmental contexts. Recent methods attempt to enhan…