Mingchen Sun

Graph OOD Detection via Plug-and-Play Energy-based Evaluation and Propagation

Existing graph neural network (GNN) methods are typically built upon the i.i.d. assumption, emphasizing the enhancement of the test performance for in-distribution (ID) data. However, there has been limited exploration of their adaptability to scenarios involving unknown distribution data. On the on