Design Space of Graph Neural Networks
Guest Lecture
Scaling Up GNNs
Advanced Topics on GNNs
Deep Generative Models for Graphs
Community Structure in Networks
GNNs for Recommender Systems
Frequent Subgraph Mining with GNNs
Reasoning over Knowledge Graphs
Knowledge Graph Embeddings
Theory of Graph Neural Networks
Applications of Graph Neural Networks
Graph Neural Networks 2 - Design Space
Graph Neural Networks 1 - GNN Model
Label Propagation for Node Classification
Link Analysis - PageRank
Node Embeddings
Traditional Methods for ML on Graphs
Introduction - Machine Learning for Graphs
