Toward Efficient Testing of Graph Neural Networks via Test Input Prioritization

Lichen Yang, Qiang Wang, Zhonghao Yang +2

Graph Neural Networks (GNNs) have demonstrated remarkable efficacy in handling graph-structured data; however, they exhibit failures after deployment, which can cause severe conseq…