Conformalized Link Prediction on Graph Neural Networks

Tianyi Zhao, Jian Kang, Lu Cheng

Graph Neural Networks (GNNs) excel in diverse tasks, yet their applications in high-stakes domains are often hampered by unreliable predictions. Although numerous uncertainty quant…