DuoGNN: Topology-Aware Graph Neural Network with Homophily and Heterophily Interaction-Decoupling. - Kevin Mancini; Islem Rekik (GRAIL@MICCAI, 2024)

DeltaGNN: Graph Neural Network with Information Flow Control. - Kevin Mancini; Islem Rekik (CoRR, 2025)