Code for ECML-PKDD 2022 paper "GraphMixup: Improving Class-Imbalanced Node Classification by Reinforcement Mixup and Self-supervised Context Prediction"
☆24Jun 7, 2023Updated 3 years ago
Alternatives and similar repositories for GraphMixup
Users that are interested in GraphMixup 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 Neurips2021 Paper "Topology-Imbalance Learning for Semi-Supervised Node Classification".☆57Oct 11, 2021Updated 4 years ago
- Source code of NeurIPS 2022 paper “Co-Modality Graph Contrastive Learning for Imbalanced Node Classification”☆21Jan 15, 2023Updated 3 years ago
- Code for TNNLS paper "Homophily-Enhanced Self-supervision for Graph Structure Learning: Insights and Directions"☆15Feb 27, 2024Updated 2 years ago
- Code for "Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing"☆15Oct 1, 2023Updated 2 years ago
- GraphENS: Neighbor-Aware Ego Network Synthesis for Class-Imbalanced Node Classification (ICLR'22)☆86Oct 25, 2023Updated 2 years ago
- 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.
- A curated list of papers and code related to class-imbalanced learning on graphs (CILG).☆43Jan 18, 2025Updated last year
- TAM: Topology-Aware Margin Loss for Class-Imbalanced Node Classification☆71Oct 19, 2023Updated 2 years ago
- ☆10Feb 22, 2023Updated 3 years ago
- data set for node classification task☆14Jan 31, 2020Updated 6 years ago
- 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
- Code for paper "Mixup for Node and Graph Classification", WWW 2021☆47Jun 3, 2021Updated 5 years ago
- Pytorch implementation of paper 'GraphSMOTE: Imbalanced Node Classification on Graphs with Graph Neural Networks' to appear on WSDM2021☆180Sep 14, 2023Updated 2 years ago
- Code for ICML 2023 paper "Quantifying the Knowledge in GNNs for Reliable Distillation into MLPs"☆22Sep 24, 2025Updated 9 months ago
- Data Augmentation on Graphs: A Technical Survey☆15Feb 12, 2023Updated 3 years ago
- 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.
- [ICLR 2022] Implementation of paper "Automated Self-Supervised Learning for Graphs"☆42Jul 25, 2022Updated 3 years ago
- [KDD 2022] Implementation of "Feature Overcorrelation in Deep Graph Neural Networks: A New Perspective"☆45Jan 6, 2024Updated 2 years ago
- The open source code for ICDM2022 paper "Unifying Graph Contrastive Learning with Flexible Contextual Scopes"☆21Oct 3, 2022Updated 3 years ago
- A pytorch implementation of graph transformer for node classification☆34May 3, 2023Updated 3 years ago
- a benckmark for evaluating logical reasoning of LLMs☆23Jan 25, 2024Updated 2 years ago
- [NeurIPS'24] ARC: A Generalist Graph Anomaly Detector with In-Context Learning☆34Feb 10, 2026Updated 4 months ago
- A Comprehensive Benchmark of Imbalanced Graph Learning (Accepted by ICLR 2025 Spotlight)☆15Apr 17, 2025Updated last year
- Ensemble learning with graph neural networks for disease module discovery and classification☆11Nov 5, 2023Updated 2 years ago
- A repository contains a collection of resources and papers on Imbalance Learning On Graphs☆98May 29, 2025Updated last year
- 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.
- ☆24Dec 10, 2023Updated 2 years ago
- Gold Loss Correction for training neural networks with labels corrupted with severe noise☆13Aug 17, 2019Updated 6 years ago
- Streaming Graph Neural Networks via Continual Learning (CIKM 2020)☆43Feb 18, 2021Updated 5 years ago
- ☆11Dec 18, 2018Updated 7 years ago
- Awesome literature on imbalanced learning on graphs☆76Sep 11, 2024Updated last year
- List of papers on NeurIPS2023☆90Nov 15, 2023Updated 2 years ago
- Audio/music feature extraction using Librosa in Python☆23Jan 12, 2022Updated 4 years ago
- Code for NeurIPS 2022 paper "Knowledge Distillation Improves Graph Structure Augmentation for Graph Neural Networks"☆193Feb 27, 2024Updated 2 years ago
- Official implementation of paper "Vision Graph Prompting via Semantic Low-Rank Decomposition", ICML 2025☆16Dec 25, 2025Updated 6 months 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.
- Source code for NeurIPS 2020 paper "Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding"☆10Nov 17, 2020Updated 5 years ago
- Official repository for the paper "Partition and Code: learning how to compress graphs" (NeurIPS'21) https://arxiv.org/abs/2107.01952☆36Oct 26, 2021Updated 4 years ago
- "GraphSHA: Synthesizing Harder Samples for Class-Imbalanced Node Classification" in KDD'23☆33Mar 11, 2024Updated 2 years ago
- Custom built ConvLSTM cell in Tensorflow and PyTorch☆15Aug 2, 2018Updated 7 years ago
- This code is for paper "KDnet-RUL: A knowledge distillation framework to compress deep neural networks for machine remaining learning use…☆19Mar 24, 2023Updated 3 years ago
- implement of paper 'Probabilistic End-to-end Noise Correction for Learning with Noisy Labels'☆16Jul 18, 2019Updated 6 years ago
- Mitigating Source Label Dependency in Time-Series Domain Adaptation under Label Shifts☆19Oct 23, 2025Updated 8 months ago