CS224W
/
Theory
Search
Theory
Expressivity of GNN
•
Identity-aware Graph Neural Networks
•
Distance Encoding: Design Provably More Powerful Neural Networks for Graph Representation Learning
•
Counting Graph Substructures with Graph Neural Networks
Papers
•
Identity-aware Graph Neural Networks
•
Graph Neural Networks are More Powerful than We Think
•
Counting Graph Substructures with Graph Neural Networks
•
Position-aware Graph Neural Networks