2022
Information Gain Propagation: a New Way to Graph Active Learning with Soft Labels
ICLR 2022poster
Graph Neural Networks (GNNs) have achieved great success in various tasks, but their performance highly relies on a large number of labeled nodes, which typically requires considerable human effort. GNN-based Active Learning (AL) methods are proposed to improve the labeling efficiency by selecting t…