A Comprehensive Benchmark of Imbalanced Graph Learning (Accepted by ICLR 2025 Spotlight)
☆18Apr 17, 2025Updated last year
Alternatives and similar repositories for IGL-Bench
Users that are interested in IGL-Bench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for "Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing"☆15Oct 1, 2023Updated 2 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☆28Nov 27, 2024Updated last year
- A repository contains a collection of resources and papers on Imbalance Learning On Graphs☆100Jul 16, 2026Updated last month
- Analysing fairness of graph anomaly detection methods☆12Nov 24, 2024Updated last year
- ☆21Apr 10, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A curated list of awesome graph structure learning approaches☆43Nov 24, 2024Updated last year
- ☆25May 5, 2024Updated 2 years ago
- Source code of NeurIPS 2022 paper “Co-Modality Graph Contrastive Learning for Imbalanced Node Classification”☆21Jan 15, 2023Updated 3 years ago
- [NeurIPS 2023] The official implementation of "Rethinking Semi-Supervised Imbalanced Node Classification from Bias-Variance Decomposition…☆13Aug 22, 2026Updated last week
- Beyond Myopia: Learning from Positive and Unlabeled Data through Holistic Predictive Trends [NeurIPS 2023]☆10Jan 28, 2024Updated 2 years ago
- CoEvolve: Training LLM Agents via Agent-Data Mutual Evolution☆23Apr 27, 2026Updated 4 months ago
- [ACL 2026 SAC Highlight Award] Can We Predict Before Executing Machine Learning Agents?☆24Jul 7, 2026Updated last month
- [ICLR'25 Spotlight] Revisiting Random Walks for Learning on Graphs (RWNN), in PyTorch☆17Mar 4, 2025Updated last year
- This repository is the official implementation of "Dynamic Graph Information Bottleneck (DGIB)" accepted by the research tracks of The We…☆16Jan 27, 2024Updated 2 years ago
- 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.
- A collection of papers and resources about Data-centric Graph Machine Learning (DC-GML).☆46Nov 1, 2023Updated 2 years ago
- Official implementation for KDD'22 paper "Learning Fair Representation via Distributional Contrastive Disentanglement"☆23Jun 25, 2022Updated 4 years ago
- ☆26Mar 21, 2024Updated 2 years ago
- [IJCAI 2024] Papers about graph reduction including graph coarsening, graph condensation, graph sparsification, graph summarization, etc.☆188Feb 25, 2026Updated 6 months ago
- Code for ECML-PKDD 2022 paper "GraphMixup: Improving Class-Imbalanced Node Classification by Reinforcement Mixup and Self-supervised Cont…☆24Jun 7, 2023Updated 3 years ago
- Awesome literature on imbalanced learning on graphs☆77Sep 11, 2024Updated last year
- A pytorch implementation of graph transformer for node classification☆35May 3, 2023Updated 3 years ago
- Find the bigshots who cite me☆24Mar 7, 2026Updated 5 months ago
- Simple Graph Condensation☆13Feb 26, 2025Updated 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.
- A curated list of papers on pre-training for graph neural networks (Pre-train4GNN).☆215Dec 31, 2024Updated last year
- This project creates a citation network from a data set of published paper and an importance ranking of the books. I used the Citation-ne…☆13Dec 26, 2018Updated 7 years ago
- Accompanied repositories for our paper Graph foundation model☆237Nov 11, 2024Updated last year
- ☆13Jun 18, 2025Updated last year
- New algorithms for Large-scale Collaborative Ranking: PrimalCR and PrimalCR++☆12Sep 1, 2017Updated 8 years ago
- The code Implementation of the paper “Universal Prompt Tuning for Graph Neural Networks”.☆26Oct 16, 2023Updated 2 years ago
- [ICML 2025] Closed-Loop Long-Horizon Robotic Planning via Equilibrium Sequence Modeling☆13May 5, 2025Updated last year
- ☆11Sep 16, 2023Updated 2 years ago
- 眼迹AI是一套集成了面部识别和物体检测功能的系统,它能够实时监控环境并在检测到危险情况时自动向服务器发送警报,从而迅速通知当局应对风险。对于司机而言,时常面临乘客可能实施抢劫或其他不当行为的潜在威胁。通过在您的手机或行车记录仪上部署这一AI系统,不仅能提供即时的安全保障,还…☆16Mar 2, 2025Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Awesome Graph Condensation Papers, [TKDE 25] Graph Condensation: A Survey.☆51Jul 1, 2025Updated last year
- The tensorflow prototype of "Local Low-rank Matrix Approximation" (LLORMA)☆10Jan 11, 2019Updated 7 years ago
- Imbalanced Network Embedding vi aGenerative Adversarial Graph Networks☆29Oct 26, 2021Updated 4 years ago
- [NeurIPS 2024] Implementation of "Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification"☆187Jun 5, 2025Updated last year
- ☆14Apr 1, 2024Updated 2 years ago
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆271Apr 14, 2025Updated last year
- Subgraphormer: Unifying Subgraph GNNs and Graph Transformers via Graph Products (ICML 2024)☆11Jul 13, 2024Updated 2 years ago