graph-knowledge-distillation

There are 2 repositories under graph-knowledge-distillation topic.

• LirongWu / FF-G2M

  Code for AAAI 2023 (Oral) paper "Extracting Low-/High- Frequency Knowledge from Graph Neural Networks and Injecting it into MLPs: An Effective GNN-to-MLP Distillation Framework"

  graph-neural-networksknowledge-distillationgraph-knowledge-distillationgraph-signal-processinghigh-frequency-analytics
  Language:Python 17

• LirongWu / KRD

  Code for ICML 2023 paper "Quantifying the Knowledge in GNNs for Reliable Distillation into MLPs"

  graph-knowledge-distillationgraph-neural-networksknowledge-distillation
  Language:Python 13

• LirongWu / TGS

  Code for TKDE paper "A Teacher-Free Graph Knowledge Distillation Framework with Dual Self-Distillation"

  graph-knowledge-distillationgraph-neural-networksknowledge-distillationmlp-networks
  Language:Python 3