A Comprehensive Benchmark of Imbalanced Graph Learning (Accepted by ICLR 2025 Spotlight)
☆19Apr 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:
- [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☆29Nov 27, 2024Updated last year
- Code for "Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing"☆15Oct 1, 2023Updated 3 years ago
- A repository contains a collection of resources and papers on Imbalance Learning On Graphs☆101Jul 16, 2026Updated 3 months ago
- sshd scripts for slurm☆14Mar 24, 2024Updated 2 years ago
- Official Repository of "Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models". NeurIPS 2024☆35Feb 20, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Tail-GNN: Tail-Node Graph Neural Networks☆35Sep 5, 2021Updated 5 years ago
- Imbalanced Network Embedding vi aGenerative Adversarial Graph Networks☆29Oct 26, 2021Updated 5 years ago
- Awesome literature on imbalanced learning on graphs☆77Sep 11, 2024Updated 2 years ago
- Efficient and simple data mixing with on-policy proxies!☆22May 18, 2026Updated 5 months ago
- Code for SGDD☆26Oct 19, 2023Updated 3 years ago
- The official implement of SIGKDD'24 paper: ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs☆38Aug 8, 2024Updated 2 years ago
- ☆21Apr 10, 2025Updated last year
- 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 2 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A curated list of awesome graph structure learning approaches☆43Nov 24, 2024Updated last year
- Beyond Myopia: Learning from Positive and Unlabeled Data through Holistic Predictive Trends [NeurIPS 2023]☆10Jan 28, 2024Updated 2 years ago
- This is the code implementation for the paper Uplift Modeling based on Graph Neural Network Combined with Causal Knowledge☆11Dec 25, 2022Updated 3 years ago
- A collection of papers and resources about Data-centric Graph Machine Learning (DC-GML).☆46Nov 1, 2023Updated 2 years ago
- CoEvolve: Training LLM Agents via Agent-Data Mutual Evolution☆26Apr 27, 2026Updated 6 months ago
- [ACL 2026 SAC Highlight Award] Can We Predict Before Executing Machine Learning Agents?☆25Jul 7, 2026Updated 3 months ago
- Official implementation for KDD'22 paper "Learning Fair Representation via Distributional Contrastive Disentanglement"☆23Jun 25, 2022Updated 4 years ago
- [ICLR'25 Spotlight] Revisiting Random Walks for Learning on Graphs (RWNN), in PyTorch☆17Mar 4, 2025Updated last year
- 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
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Markov Chain based fraud detection system in Spark.☆16Feb 9, 2016Updated 10 years ago
- ☆14Nov 12, 2024Updated last year
- ☆16Nov 25, 2025Updated 11 months ago
- ☆26Mar 21, 2024Updated 2 years ago
- ViGiL3D: A Linguistically Diverse Dataset for 3D Visual Grounding☆20Aug 8, 2025Updated last year
- Simple Graph Condensation☆13Feb 26, 2025Updated last year
- A pytorch implementation of graph transformer for node classification☆35May 3, 2023Updated 3 years ago
- Find the bigshots who cite me☆25Mar 7, 2026Updated 7 months ago
- [KDD 2024] Revisiting Modularity Maximization for Graph Clustering: A Contrastive Learning Perspective☆21Jun 26, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆11Mar 10, 2025Updated last year
- Matlab implementation of TCK☆12Jul 5, 2019Updated 7 years ago
- A list of recent papers about Link Prediction.☆143Oct 6, 2026Updated 3 weeks ago
- PreAct: Computer-Using Agents that Get Faster on Repeated Tasks (arXiv:2606.17929). Compile successful runs into verified state-machine p…☆18Jun 17, 2026Updated 4 months ago
- A curated list of papers on pre-training for graph neural networks (Pre-train4GNN).☆216Dec 31, 2024Updated last year
- ☆14Jun 18, 2025Updated last year
- 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