Link prediction seeks to infer the likelihood of unobserved or future connections between nodes in a network, capitalising on existing topology and node attributes. It underpins tasks from social ...
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 ...