bdi-lab / MonTiLinks
Unveiling the Threat of Fraud Gangs to Graph Neural Networks: Multi-Target Graph Injection Attacks against GNN-Based Fraud Detectors (AAAI 2025)
☆17Updated 2 months ago
Alternatives and similar repositories for MonTi
Users that are interested in MonTi are comparing it to the libraries listed below
Sorting:
- Dynamic Relation-Attentive Graph Neural Networks for Fraud Detection (ICDMW 2023)☆27Updated last year
- Knowledge Graph Embedding via Metagraph Learning (SIGIR 2021)☆24Updated 7 months ago
- A collection of papers for graph anomaly detection, and published algorithms and datasets.☆133Updated 2 years ago
- PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning (ICML 2024)☆18Updated 7 months ago
- ☆13Updated last week
- The paper " ComGA:Community-Aware Attributed Graph Anomaly Detection" was accepted by WSDM 2022.☆36Updated 3 years ago
- Learning Representations of Bi-Level Knowledge Graphs for Reasoning beyond Link Prediction (AAAI 2023)☆30Updated 7 months ago
- Data repository for PyGOD☆47Updated last year
- [WSDM 2024] GAD-NR : Graph Anomaly Detection via Neighborhood Reconstruction☆53Updated last year
- This is the source code for [SLADE: Detecting Dynamic Anomalies in Edge Streams without Labels via Self-Supervised Learning]☆15Updated last year
- ☆17Updated 5 months ago
- "GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection" in NeurIPS 2023☆137Updated last year
- ☆31Updated 3 years ago
- ☆31Updated 2 years ago
- Official implementation for NeurIPS'24 paper "Generative Semi-supervised Graph Anomaly Detection"☆62Updated 4 months ago
- ICLR25_Unifying Unsupervised Graph-Level Out-of-Distribution Detection and Anomaly Detection: A Benchmark☆62Updated 4 months ago
- ☆14Updated 2 years ago
- The official implementation of the DGA-GNN algorithm.☆30Updated last year
- Awesome Temporal Graph Learning is a collection of SOTA, novel temporal graph learning methods (papers, codes, and datasets).☆84Updated 7 months ago
- Codes for ICLR 2024 paper "FreeDyG: Frequency Enhanced Continuous-Time Dynamic Graph Model for Link Prediction"☆36Updated last year
- Heterogeneous Hypergraph Variational Autoencoder for Link Prediction (T-PAMI 2021)☆34Updated 4 years ago
- [WWW 2024] Code and data for "On the Feasibility of Simple Transformer for Dynamic Graph Modeling"☆34Updated last year
- An official source code for paper "Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View", accepted b…☆65Updated 2 years ago
- ☆24Updated last year
- CLDG: Contrastive Learning on Dynamic Graphs (ICDE'23) | Learning dynamic graph representations through timespan view contrasts (NN'24)☆28Updated last year
- [ACM Computing Surveys'23] Implementations or refactor of some temporal link prediction/dynamic link prediction methods and summary of re…☆59Updated last year
- A Survey of Learning from Graphs with Heterophily☆155Updated 10 months ago
- ☆28Updated last year
- TKDE'22-GraphCAD: https://arxiv.org/pdf/2108.07516.pdf☆33Updated 3 years ago
- [AAAI'23] Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating☆53Updated 3 years ago