Toward Structure Fairness in Dynamic Graph Embedding: A Trend-aware Dual Debiasing Approach

Yicong Li, Yu Yang, Jiannong Cao +3

Recent studies successfully learned static graph embeddings that are structurally fair by preventing the effectiveness disparity of high- and low-degree vertex groups in downstream…