2025
fairGNN-WOD: Fair Graph Learning Without Complete Demographics
IJCAI 2025
Graph Neural Networks (GNNs) have excelled in diverse applications due to their outstanding predictive performance, yet they often overlook fairness considerations, prompting numerous recent efforts to address this societal concern. However, most fair GNNs assume complete demographics by design, whi