Shuwen Liu

INDIGO: GNN-Based Inductive Knowledge Graph Completion Using Pair-Wise Encoding

The aim of knowledge graph (KG) completion is to extend an incomplete KG with missing triples. Popular approaches based on graph embeddings typically work by first representing the KG in a vector space, and then applying a predefined scoring function to the resulting vectors to complete the KG. Thes…