Xiran Song

Cross-links Matter for Link Prediction: Rethinking the Debiased GNN from a Data Perspective

Recently, the bias-related issues in GNN-based link prediction have raised widely spread concerns. In this paper, we emphasize the bias on links across different node clusters, which we call cross-links, after considering its significance in both easing information cocoons and preserving graph conne…