Information Gain Propagation: a new way to Graph Active Learning with Soft Labels

Wentao Zhang, Yexin Wang, Zhenbang You +5

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 consider…