Merge branch 'master' of github.com:yichen14/my_ai_codebase into HEAD

README.md

@@ -1,5 +1,42 @@
-# Eason's Deep Learning Codebase 
-The major structure of this codebase is based on Roger's dl_codebase (https://github.com/RogerQi/dl_codebase).
+# Robust Graph Learning 
+This repository contains source code for the Robust Graph Learning project.
 
-## Contained Projects:
-- Robust Graph Learning on Stochastic Temporal Graphs
+
+## Data:
+
+- DBLP
+- Enron10
+- Facebook
+- Wikipedia: http://snap.stanford.edu/jodie/wikipedia.csv
+- Reddit: http://snap.stanford.edu/jodie/reddit.csv
+
+## Attack:
+
+## Baseline:
+
+#### Static GNNs:
+
+- GAE: https://github.com/DaehanKim/vgae_pytorch
+- VGAE: https://github.com/DaehanKim/vgae_pytorch
+
+#### Discrete Dynamics GNNs:
+
+- EvolveGCN (EGCN-H, EGCN-O): https://github.com/IBM/EvolveGCN
+- Euler: https://github.com/iHeartGraph/Euler
+- DySAT: https://github.com/FeiGSSS/DySAT_pytorch
+
+#### Continuous Dynamics GNN:
+
+- TGAT: https://github.com/StatsDLMathsRecomSys/Inductive-representation-learning-on-temporal-graphs
+
+#### Static Defense GNN:
+
+- Pro-GNN: https://github.com/ChandlerBang/Pro-GNN
+
+## Summary:
+
+(table)
+
+## Usage:
+
+* xxx: `python xxx -config xxx`