Module - Deep Learning on graphs

Table of Contents

Introduction

• Slides for a short overview

Node embedding

• Course: Node embedding

Signal processing on graphs

• Course: Signal processing on graphs

• Related post: Inductive bias in GCN: a spectral perspective

Graph embedding

• Course:Graph embedding

• Related post: Invariant and equivariant layers with applications to GNN, PointNet and Transformers

More advanced material

• Exploiting Graph Invariants in Deep Learning

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