Xin Guo

GNN-LS: An Information-Enhanced Method for Label Scarcity on Graphs

Label scarcity severely hinders the performance of the node classification task on graphs. To overcome the lack of supervised information provided by labels, some work has attempted to attach a pretext task based on self-supervised learning, aiming to mine intrinsic information f...