[Day 111] Advanced Topics in GNNs
Hello :) Today is Day 111! A quick summary of today: Limitations of GNNs Scaling GNNs to Large Graphs Continued with XCS224W: ML with Graphs and covered the penultimate module. Limitations of GNNs Covered topics: Position-aware GNNs, Identity-aware GNNs, robustness of GNNs Scaling GNNs to Large Graphs Covered topics: Why scaling is non-trivial, GraphSAGE and neighbour sampling, issues with neighbour sampling, subgraph sampling, ClusterGCN That is all for today! See you tomorrow :)