To achieve comprehensive expression for complex graph data with high efficiency, in this paper, we proposed a novel Advanced Graph-MLPs Distillation Framework (AGMDF) based on global and local ...

Meanwhile, the field of graph machine learning is witnessing a paradigm transition from shallow methods to more sophisticated deep learning approaches. The capabilities of foundation models in ...