This is the official implementation for Compressed Convolution Networks (CoCN), a general backbone for graph representation learning.
- CoCN is implemented with permutation generation and diagonal convolution.
- For the Vanilla CoCN, please refer to Vanilla Ver..
- We also seek to extend CoCN to encompass a broader range of graph tasks, please refer to General Ver. for our extension. General CoCN enhances the vanilla version in several aspects:
- Enabling support for graphs with implicit node features.
- Enhancing scalability through sparsification and segmentation techniques.