Yushun Dong

FAITH: Few-Shot Graph Classification with Hierarchical Task Graphs

2022 · arXiv (Cornell University)

Few-shot graph classification aims at predicting classes for graphs, given limited labeled graphs for each class. To tackle the bottleneck of label scarcity, recent works propose to incorporate few-shot learning frameworks for fast adaptations to …