An invited talk for How to build a Graph-Based Architecture in DRUG area to SHJT in 2021
The keynotes of the presentation contain:
- The similarities and differences between CNN and GNN, and why GNN
- How to define a graph-structured input
- What is GCN and the differences between spatial and spectral GCN
- How to design a model framework for your drug-related task
- Some examples of the GCN models applied in drug area
- Some personal inspirations for solving DDI/DTI problem
Slides on: https://drive.google.com/file/d/1ux3VNY49U526-VxWOH2yJpcyBvV7UUzr/view?usp=sharing