Entity neighborhood awareness and hierarchical message aggregation for inductive relation prediction

Daojian Zeng, Tingjiao Huang, Zhiheng Zhang, Lincheng Jiang

Abstract: Highlights•Entity neighborhood awareness is used to capture non-public neighborhood information.•Hierarchical message aggregation mechanism is explored for aggregating subgraph.•Experimental results demonstrate the superiority of the proposed model.