papers_with_code

Collected papers and corresponding source code

Scalable pattern-based gnn for credit card fraud detection

Step 1: learn how to use dgl for large-scale node classifications

Step 2: re-implement the state-of-the-art pattern-based gnn through dgl

Step 3: re-implement the experiment of SOTA

Step 4: Beat SOTA

Step 5: re-implement the state-of-the-art credit card fraud detection method

Step6: re-implement the experiment of fraud detection

Step7: add experiments of fraud detection baselines

Step8: collect experimental results and submit a CCF-A paper.

Step 1: learn how to use dgl for large-scale node classifications

Step 2: re-implement the state-of-the-art pattern-based gnn through dgl

Step 3: re-implement the experiment of SOTA

Step 4: Beat SOTA

Step 5: re-implement the state-of-the-art graph simulation method

Step6: re-implement the experiment of graph simulation

Step7: add experiments of graph simulation baselines

Step8: collect experimental results and submit a CCF-A paper.