DGI: An Easy and Efficient Framework for GNN Model Evaluation.
Peiqi YinXiao YanJinjing ZhouQiang FuZhenkun CaiJames ChengBo TangMinjie WangPublished in: KDD (2023)
Keyphrases
- computational model
- unified model
- conceptual framework
- probabilistic model
- statistical model
- generic model
- modeling framework
- high level
- lightweight
- conceptual model
- theoretical framework
- evaluation framework
- decision model
- modeling method
- neural network model
- parameter estimation
- main contribution
- theoretical analysis
- probability distribution
- case study
- information systems
- database
- theoretical foundation
- formal model
- context dependent
- similarity measure
- data mining
- neural network