A repository contains a collection of resources and papers on Imbalance Learning On Graphs
☆98May 29, 2025Updated 10 months ago
Alternatives and similar repositories for awesome-imbalanced-learning-on-graphs
Users that are interested in awesome-imbalanced-learning-on-graphs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2023] The official implementation of "Rethinking Semi-Supervised Imbalanced Node Classification from Bias-Variance Decomposition…☆12Oct 25, 2025Updated 5 months ago
- A curated list of papers and code related to class-imbalanced learning on graphs (CILG).☆44Jan 18, 2025Updated last year
- "GraphSHA: Synthesizing Harder Samples for Class-Imbalanced Node Classification" in KDD'23☆33Mar 11, 2024Updated 2 years ago
- GraphENS: Neighbor-Aware Ego Network Synthesis for Class-Imbalanced Node Classification (ICLR'22)☆85Oct 25, 2023Updated 2 years ago
- TAM: Topology-Aware Margin Loss for Class-Imbalanced Node Classification☆71Oct 19, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Awesome literature on imbalanced learning on graphs☆74Sep 11, 2024Updated last year
- A Comprehensive Benchmark of Imbalanced Graph Learning (Accepted by ICLR 2025 Spotlight)☆13Apr 17, 2025Updated last year
- [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
- An official source code for paper "Normality Learning-based Graph Anomaly Detection via Multi-Scale Contrastive Learning", accepted by AC…☆12Dec 1, 2023Updated 2 years ago
- This repository contains the resources on graph neural network (GNN) considering heterophily.☆270Dec 4, 2024Updated last year
- Pytorch implementation of paper 'GraphSMOTE: Imbalanced Node Classification on Graphs with Graph Neural Networks' to appear on WSDM2021☆177Sep 14, 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
- [PNAS 2025] Code of "Manifold-Constrained Nucleus-Level Denoising Diffusion Model for Structure-Based Drug Design".☆36Jan 18, 2026Updated 3 months ago
- Accompanied repositories for our paper Graph foundation model☆233Nov 11, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Official code base for "Long-Tailed Diffusion Models With Oriented Calibration" ICLR2024☆17Jul 11, 2024Updated last year
- [NeurIPS 2023] "Unleashing the Power of Graph Data Augmentation on Covariate Distribution Shift" by Yongduo Sui, Qitian Wu, Jiancan Wu, Q…☆17Nov 6, 2023Updated 2 years ago
- An official source code for paper "Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View", accepted b…☆66Dec 1, 2023Updated 2 years ago
- "GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection" in NeurIPS 2023☆145Jun 25, 2024Updated last year
- Pytorch implementation of "Multi-Stage Self-Supervised Learning for Graph Convolutional Networks on Graphs with Few Labeled Nodes"☆18Jul 8, 2022Updated 3 years ago
- [IJCAI 2024] Papers about graph reduction including graph coarsening, graph condensation, graph sparsification, graph summarization, etc.☆180Feb 25, 2026Updated last month
- A curated list of graph data augmentation papers.☆313Apr 17, 2024Updated 2 years ago
- An index of algorithms for few-shot learning/meta-learning on graphs☆159Apr 30, 2025Updated 11 months ago
- List of papers on ICLR 2024☆58Mar 6, 2024Updated 2 years ago
- AI Agents on 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.
- ☆27Mar 21, 2024Updated 2 years ago
- ☆85Oct 28, 2024Updated last year
- Code for Neurips2021 Paper "Topology-Imbalance Learning for Semi-Supervised Node Classification".☆57Oct 11, 2021Updated 4 years ago
- Deep Graph Outlier Detection☆67Oct 5, 2023Updated 2 years ago
- A PyG-based package of spectral GNNs with benchmark evaluations (SIGMOD 2026).☆19Aug 20, 2025Updated 7 months ago
- Source code of NeurIPS 2022 paper “Co-Modality Graph Contrastive Learning for Imbalanced Node Classification”☆21Jan 15, 2023Updated 3 years ago
- Codes for Pretraining Language Models with Text-Attributed Heterogeneous Graphs☆16Oct 13, 2023Updated 2 years ago
- Awesome Papers About Performing Prompting On Graphs☆421May 15, 2025Updated 11 months ago
- Awesome Few-Shot Learning on Graphs☆25Apr 27, 2025Updated 11 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆190Mar 25, 2024Updated 2 years ago
- A collection of papers for graph anomaly detection, and published algorithms and datasets.☆134Dec 25, 2023Updated 2 years ago
- Paper List for Fair Graph Learning (FairGL).☆143Sep 18, 2024Updated last year
- Easy-to-use framework for graph continual learning with Python☆36Oct 10, 2024Updated last year
- Automatically Update Papers Daily using Github Actions☆15Jan 26, 2026Updated 2 months ago
- ☆15Dec 28, 2023Updated 2 years ago
- Official implementation of NeurIPS'23 paper "Truncated Affinity Maximization: One-class Homophily Modeling for Graph Anomaly Detection"☆46Apr 28, 2024Updated last year