(대학원) 그래프 신경망 (GNN)

(Grad) Graph Neural Networks · Prof. Giseop Noh

GCN | GraphSAGE | GAT | Link Prediction | Graph Classification | Graph Representation Learning | Message Passing | Graph Transformers | Graph Foundation Models

Lecture plan (click me)

주차별 자료

1. 01 Course Orientation for GNN PDF
2. 02 Introduction to Graphs PDF
3. 03 Graph Representation PDF
4. 04 Node Embedding PDF
5. 05 Permutation Equivariance & Invariance PDF
6. 06 Graph Convolution Networks PDF
7. 07 Message Passing Neural Networks PDF
8. 08 Mid-term Exam MD
9. 09 Practical Design of GNNs PDF
10. 10 GNN Training & Evaluation PDF

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