Pytorch implementation of paper 'GraphSMOTE: Imbalanced Node Classification on Graphs with Graph Neural Networks' to appear on WSDM2021
☆177Sep 14, 2023Updated 2 years ago
Alternatives and similar repositories for GraphSmote
Users that are interested in GraphSmote are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Imbalanced Network Embedding vi aGenerative Adversarial Graph Networks☆29Oct 26, 2021Updated 4 years ago
- GraphENS: Neighbor-Aware Ego Network Synthesis for Class-Imbalanced Node Classification (ICLR'22)☆85Oct 25, 2023Updated 2 years ago
- "GraphSHA: Synthesizing Harder Samples for Class-Imbalanced Node Classification" in KDD'23☆33Mar 11, 2024Updated 2 years ago
- Code for Neurips2021 Paper "Topology-Imbalance Learning for Semi-Supervised Node Classification".☆57Oct 11, 2021Updated 4 years ago
- ☆11Jan 23, 2021Updated 5 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- TAM: Topology-Aware Margin Loss for Class-Imbalanced Node Classification☆71Oct 19, 2023Updated 2 years ago
- Code for ECML-PKDD 2022 paper "GraphMixup: Improving Class-Imbalanced Node Classification by Reinforcement Mixup and Self-supervised Cont…☆24Jun 7, 2023Updated 2 years ago
- A repository contains a collection of resources and papers on Imbalance Learning On Graphs☆98May 29, 2025Updated 10 months ago
- A curated list of papers and code related to class-imbalanced learning on graphs (CILG).☆44Jan 18, 2025Updated last year
- DGL implementation of GRAND(Graph Random Neural Network, NeurIPS 2020)☆18Mar 19, 2021Updated 5 years ago
- Official implement of RAHG: A Role-Aware Hypergraph Neural Network for Node Classification in Graphs.☆11Jul 5, 2024Updated last year
- (WWW 2021) Source code of PC-GNN☆110Dec 26, 2021Updated 4 years ago
- Tail-GNN: Tail-Node Graph Neural Networks☆35Sep 5, 2021Updated 4 years ago
- This is the source code of "Network Embedding with Completely-Imbalanced Labels". TKDE2020☆18Mar 23, 2021Updated 5 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- [CIKM 2023] Code for the paper "LTE4G: Long-Tail Experts for Graph Neural Networks"☆40Sep 8, 2022Updated 3 years ago
- Implementation code of RA-GCN: Graph Convolutional Network for Disease Prediction Problems with Imbalanced Data accepted by Medical Image…☆25Mar 3, 2023Updated 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
- ☆102Mar 22, 2021Updated 5 years ago
- Radial-Based Undersampling for Imbalanced Data Classification☆12Jun 2, 2019Updated 6 years ago
- Some GNNs are implemented using PyG for node classification tasks, including: GCN, GraphSAGE, SGC, GAT, R-GCN and HAN (Heterogeneous Grap…☆145Jun 11, 2023Updated 2 years ago
- Code for Deep Anomaly Detection on Attributed Networks (SDM2019)☆135Sep 13, 2021Updated 4 years ago
- [ICML'24] BAT: 🚀 Boost Class-imbalanced Node Classification with <10 lines of Code | 从拓扑视角出发10行代码改善类别不平衡节点分类☆27Nov 27, 2024Updated last year
- This repository contains the resources on graph neural network (GNN) considering heterophily.☆270Dec 4, 2024Updated last year
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Listing the research works related to risk control based on GNN and its interpretability. 1. we can learn the application of GNN in risk …☆12Sep 24, 2021Updated 4 years ago
- The code of paper "Block Modeling-Guided Graph Convolutional Neural Networks".☆34Dec 21, 2021Updated 4 years ago
- AAAI'21: Data Augmentation for Graph Neural Networks☆194Apr 24, 2024Updated last year
- Source code and dataset of the NeurIPS 2020 paper "Graph Random Neural Network for Semi-Supervised Learning on Graphs"☆211Jul 6, 2023Updated 2 years ago
- Pytorch implementation of "Multi-Stage Self-Supervised Learning for Graph Convolutional Networks on Graphs with Few Labeled Nodes"☆18Jul 8, 2022Updated 3 years ago
- [CIKM 2023 Short] Code for the paper "S-Mixup: Structural Mixup for Graph Neural Networks"☆18Aug 21, 2023Updated 2 years ago
- Official repository of "SeGA: Preference-Aware Self-Contrastive Learning with Prompts for Anomalous User Detection on Twitter" @ AAAI 202…☆10Nov 30, 2024Updated last year
- ☆38Jul 2, 2022Updated 3 years ago
- GANs for class imbalanced problems☆29Jul 18, 2022Updated 3 years ago
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- Fraud Detection, Low Homophily, Label Utilization, Graph Mining☆53Dec 23, 2023Updated 2 years ago
- The pytorch implementation of E-GraphSAGE and E-ResGAT, two solutions for intrusion detection.☆77Oct 11, 2021Updated 4 years ago
- The official implementation of DiG-In-GNN (AAAI 2024)☆23Mar 26, 2024Updated 2 years ago
- SVM, FCN, Auto-encoder + MLP, GCN and EV-GCN☆18Mar 28, 2025Updated last year
- A Deep Graph-based Toolbox for Fraud Detection in TensorFlow 2.X☆136Apr 20, 2022Updated 3 years ago
- ☆45Apr 2, 2023Updated 3 years ago
- 😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库☆1,516Feb 25, 2025Updated last year