SSRead: Structural Semantic Readout Layer for Graph Neural Networks

• This is the author code of "Learnable Structural Semantic Readout for Graph Classification (ICDM 2021)".

Overview

Visualization of our structural semantic alignment (K=4) and other hierarchical graph poolings (N'=4). The structural positions and node-clusters (or selected nodes) are represented in different colors.

Run the codes

• python
• torch (GPU version only)
• torch_geometric

python main.py --dataset <tu-dataset-name> --device <gpu-device-idx>