Diffusion-Assisted Distillation for Self-Supervised Graph Representation Learning with MLPs. - Seong Jin Ahn; Myoung-Ho Kim (CoRR, 2025)

TAGDN: type-aligning graph diffusion network for capturing long-range dependencies in heterogeneous graphs without over-squashing and over-smoothing. - Seong Jin Ahn; Min-Soo Kim 002; Myoung Ho Kim (Neural Comput. Appl., 2025)