FAROS: Fair Graph Generation via Attribute Switching Mechanisms

Abdennacer Badaoui, Oussama Kharouiche, Hatim Mrabet +2

Recent advancements in graph diffusion models (GDMs) have enabled the synthesis of realistic network structures, yet ensuring fairness in the generated data remains a critical chal…