Awesome literature on imbalanced learning on graphs
β77Sep 11, 2024Updated last year
Alternatives and similar repositories for Awesome-Literature-ILoGs
Users that are interested in Awesome-Literature-ILoGs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A repository contains a collection of resources and papers on Imbalance Learning On Graphsβ101Jul 16, 2026Updated last month
- [ICML'24] BAT: π Boost Class-imbalanced Node Classification with <10 lines of Code | δ»ζζθ§θ§εΊε10θ‘代η ζΉεη±»ε«δΈεΉ³θ‘‘θηΉεη±»β28Nov 27, 2024Updated last year
- Source Code for Paper "DAGAD: Data Augmentation for Graph Anomaly Detection" ICDM 2022β22Mar 14, 2023Updated 3 years ago
- Source code and dataset for KDD 2021 paper: Zero-shot Node Classification with Decomposed Graph Prototype Network.β12Jun 18, 2021Updated 5 years ago
- This repo contains a reference implementation for the paper "Breaking the Limit of Graph Neural Networks by Improving the Assortativity oβ¦β32Dec 2, 2021Updated 4 years ago
- Virtual machines for every use case on DigitalOcean β’ AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Implementation of the paper "A New Perspective on the Effects of Spectrum in Graph Neural Networks"β17Jun 17, 2022Updated 4 years ago
- This repository contains the resources on graph neural network (GNN) considering heterophily.β272Dec 4, 2024Updated last year
- β13Jun 18, 2025Updated last year
- Resource for "A Survey on Self-Supervised Graph Foundation Models: Knowledge-Based Perspective"β41May 7, 2025Updated last year
- A Comprehensive Benchmark of Imbalanced Graph Learning (Accepted by ICLR 2025 Spotlight)β18Apr 17, 2025Updated last year
- Subgraph-augmented Path Embedding for Semantic User Search on Heterogeneous Social Networkβ13Feb 19, 2018Updated 8 years ago
- β39Dec 1, 2021Updated 4 years ago
- [KDD 2022] Implementation of "Feature Overcorrelation in Deep Graph Neural Networks: A New Perspective"β45Jan 6, 2024Updated 2 years ago
- A curated list of papers and code related to class-imbalanced learning on graphs (CILG).β43Jan 18, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer β’ AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Implementation of meta-tail2vec published in CIKM 2020 paper "Towards Locality-Aware Meta-Learning of Tail Node Embeddings on Networks".β13Dec 10, 2020Updated 5 years ago
- Implementation of the KDD'24 paper "LPFormer: An Adaptive Graph Transformer for Link Prediction"β31Nov 21, 2025Updated 8 months ago
- An index of algorithms for few-shot learning/meta-learning on graphsβ160Apr 30, 2025Updated last year
- A curated list of graph data augmentation papers.β313Apr 17, 2024Updated 2 years ago
- Code for ECML-PKDD 2022 paper "GraphMixup: Improving Class-Imbalanced Node Classification by Reinforcement Mixup and Self-supervised Contβ¦β24Jun 7, 2023Updated 3 years ago
- NIPS 24: Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insightsβ52Dec 21, 2024Updated last year
- Accompanied repositories for our paper Graph foundation modelβ237Nov 11, 2024Updated last year
- Official PyTorch implementation for the following KDD2022 paper: Variational Inference for Training Graph Neural Networks in Low-Data Reβ¦β20Oct 20, 2022Updated 3 years ago
- Contrastive Attributed Network Anomaly Detection with Data Augmentation (PAKDD'22)β29Aug 12, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways β’ AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A curated list of awesome graph structure learning approachesβ43Nov 24, 2024Updated last year
- β15Dec 28, 2023Updated 2 years ago
- β85Oct 28, 2024Updated last year
- "GraphSHA: Synthesizing Harder Samples for Class-Imbalanced Node Classification" in KDD'23β33Mar 11, 2024Updated 2 years ago
- Tail-GNN: Tail-Node Graph Neural Networksβ35Sep 5, 2021Updated 4 years ago
- Relative and Absolute Location Embedding for Few-Shot Node Classification on Graphβ13Nov 13, 2022Updated 3 years ago
- Implementation of GTMGC: Using Graph Transformer to Predict Moleculeβs Ground-State Conformation (ICLR2024 Spotlight).β22Mar 26, 2024Updated 2 years ago
- Non-IID Transfer Learning on Graphsβ13Jul 4, 2023Updated 3 years ago
- β15Mar 2, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ICML 2022] Local Augmentation for Graph Neural Networksβ68Jan 31, 2026Updated 6 months ago
- Source Code for Graph Anomaly Detection with Unsupervised GNNs (ICDM2022)β11Oct 18, 2022Updated 3 years ago
- [ICLR'23] Implementation of "Empowering Graph Representation Learning with Test-Time Graph Transformation"β67Jun 23, 2023Updated 3 years ago
- [WWW 2021 GLB] New Benchmarks for Learning on Non-Homophilous Graphsβ115Nov 14, 2021Updated 4 years ago
- GraphAny: Fully-inductive Node Classification on Arbitrary Graphsβ159Feb 3, 2025Updated last year
- Papers about out-of-distribution generalization on graphs.β168Jun 5, 2023Updated 3 years ago
- β64Sep 26, 2024Updated last year