We investigate how Accumulated Local Effects (ALE), a model-agnostic explanation method, can be adapted to visualize the influence of node feature values in link prediction tasks using Graph Neural ...
To address this issue, recent studies have attempted to optimize models using node labeling strategies. For example, ID-GNN 9 assigns a unique label to the target node to distinguish it from ordinary ...