Label Informed Contrastive Pretraining for Node Importance Estimation on Knowledge Graphs

Tianyu Zhang, Chengbin Hou, Rui Jiang +4

Node Importance Estimation (NIE) is a task of inferring importance scores of the nodes in a graph. Due to the availability of richer data and knowledge, recent research interests o…