Graph Neural Networks Deep
Advanced GNN techniques.
Graph Attention Networks
Attention over neighbors. GAT. Transformer on graphs.
Graph Transformers
Global attention on nodes. Architecture designs.
Applications
Knowledge graphs. Molecular graphs. Social networks.
Key Takeaways
- Graph attention networks
- Transformer architectures on graphs
- Knowledge graph applications