Be Confident! Towards Trustworthy Graph Neural Networks via Confidence Calibration

Xiao Wang, Hongrui Liu, Chuan Shi +1

Despite Graph Neural Networks (GNNs) have achieved remarkable accuracy, whether the results are trustworthy is still unexplored. Previous studies suggest that many modern neural ne…