Mitigating topology biases in Graph Diffusion via Counterfactual Intervention

Wendi Wang, Jiaxi Yang, Yongkang Du +1

Graph diffusion models have gained significant attention in graph generation tasks, but they often inherit and amplify topology biases from sensitive attributes (e.g. gender, age,…