Listing the research works related to risk control based on GNN and its interpretability. 1. we can learn the application of GNN in risk control (including fraud detection). 2. For possible prediction, we can use the interpretability of GNN to explaine how can we get such results.
☆12Sep 24, 2021Updated 4 years ago
Alternatives and similar repositories for GNNApp-Papers
Users that are interested in GNNApp-Papers are comparing it to the libraries listed below
Sorting:
- Fraud detection using Graph Convolutional Networks☆13May 9, 2022Updated 3 years ago
- Repository containing the official code for the paper Graph-based Modeling of Online Communities for Fake News Detection.☆22Sep 25, 2020Updated 5 years ago
- ☆31Jun 1, 2022Updated 3 years ago
- Issues tracker and feedback project for the SAS coding assistant☆12Jan 13, 2026Updated last month
- Group review spammer detection☆10Sep 9, 2019Updated 6 years ago
- TKDE'22-GraphCAD: https://arxiv.org/pdf/2108.07516.pdf☆33Oct 2, 2022Updated 3 years ago
- This repository contains the code used in the experimental setup of the paper 'Inductive Graph Representation Learning for Fraud Detectio…☆34May 20, 2023Updated 2 years ago
- ANOMULY is a general, unsupervised edge anomaly detection framework for multiplex dynamic networks.☆11May 19, 2023Updated 2 years ago
- TNNLS: A Synergistic Approach for Graph Anomaly Detection with Pattern Mining and Feature Learning; CIKM'20: Error-bounded Graph Anomaly …☆42Jul 6, 2023Updated 2 years ago
- ☆10Nov 9, 2022Updated 3 years ago
- Import OpenStreetMap network and make it available to pgRouting. Take care of updates.☆12Feb 3, 2020Updated 6 years ago
- Re-implementation of Exploiting Edge Features in Graph Neural Networks☆11Apr 7, 2022Updated 3 years ago
- Plotting the Optimal Route in Python for Data Scientists using the Dijkstra Algorithm☆12Feb 26, 2023Updated 3 years ago
- ☆21Jul 12, 2025Updated 7 months ago
- Some code and extra information about the paper "Continued pre-training of LLMs for Portuguese and Government domain: A proposal for prod…☆10Mar 9, 2024Updated last year
- Code samples and materials for network analysis and network optimization with SAS or SAS Viya.☆13Jan 30, 2026Updated last month
- Bayesian Graph Neural Networks☆12Sep 10, 2021Updated 4 years ago
- The original code for SCARA: Scalable Graph Neural Networks with Feature-Oriented Optimization (VLDB 2022) and Scalable Decoupling Graph …☆13Mar 8, 2024Updated last year
- [WSDM 2024] GAD-NR : Graph Anomaly Detection via Neighborhood Reconstruction☆55Nov 22, 2024Updated last year
- ☆13Mar 13, 2023Updated 2 years ago
- Repository for the FIFAR dataset, published in ICAIF '23 - Synthetic Data Workshop☆13Dec 18, 2025Updated 2 months ago
- ☆10Dec 8, 2021Updated 4 years ago
- ☆10Mar 31, 2022Updated 3 years ago
- Bot Detection in Social Media Accounts: In social media (Facebook, twitter, Instagram) there are multiple bot accounts used by various p…☆12Jul 20, 2020Updated 5 years ago
- Source code of FedAttack.☆11Feb 9, 2022Updated 4 years ago
- Code for the paper submission: "Modelling graph dynamics in fraud detection with ``Attention""☆11Feb 10, 2022Updated 4 years ago
- Seq-HGNN: Learning Sequential Node Representation on Heterogeneous Graph☆13Aug 2, 2023Updated 2 years ago
- ☆10Jun 29, 2022Updated 3 years ago
- Code for CIKM 2020 paper Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters☆305Oct 11, 2022Updated 3 years ago
- Colab implementation for Fraud Detection in Graph Neural Networks, based on Deep Graph Library (DGL) and PyTorch backend.☆50May 29, 2021Updated 4 years ago
- ☆13Apr 21, 2023Updated 2 years ago
- ☆15Oct 11, 2020Updated 5 years ago
- Unveiling the Threat of Fraud Gangs to Graph Neural Networks: Multi-Target Graph Injection Attacks against GNN-Based Fraud Detectors (AAA…☆16Oct 24, 2025Updated 4 months ago
- Python package built to ease deep learning on graph, on top of existing DL frameworks.☆10Jun 15, 2021Updated 4 years ago
- official code for I2GNN.☆13Apr 24, 2023Updated 2 years ago
- generative-camouflaged-spam-detector☆11Aug 20, 2020Updated 5 years ago
- A collection of resources on generation.☆13Oct 9, 2022Updated 3 years ago
- Code for Graph-level Anomaly Detection via Hierarchical Memory Networks (HimNet)☆18Oct 6, 2023Updated 2 years ago
- Experimenting Graph Neural Network with Elliptic dataset (Anti-Money Laundering)☆14Jun 4, 2024Updated last year