Awesome literature on imbalanced learning on graphs
β75Sep 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 Graphsβ96May 29, 2025Updated 10 months ago
- [ICML'24] BAT: π Boost Class-imbalanced Node Classification with <10 lines of Code | δ»ζζθ§θ§εΊε10θ‘代η ζΉεη±»ε«δΈεΉ³θ‘‘θηΉεη±»β27Nov 27, 2024Updated last year
- Source Code for Paper "DAGAD: Data Augmentation for Graph Anomaly Detection" ICDM 2022β21Mar 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 4 years ago
- Resource for "A Survey on Self-Supervised Graph Foundation Models: Knowledge-Based Perspective"β41May 7, 2025Updated 10 months ago
- NordVPN Special Discount Offer β’ AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- 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
- Implementation of the paper "A New Perspective on the Effects of Spectrum in Graph Neural Networks"β17Jun 17, 2022Updated 3 years ago
- This repository contains the resources on graph neural network (GNN) considering heterophily.β270Dec 4, 2024Updated last year
- β13Jun 18, 2025Updated 9 months ago
- A Comprehensive Benchmark of Imbalanced Graph Learning (Accepted by ICLR 2025 Spotlight)β12Apr 17, 2025Updated 11 months ago
- [NeurIPS'24] ARC: A Generalist Graph Anomaly Detector with In-Context Learningβ31Feb 10, 2026Updated last month
- Subgraph-augmented Path Embedding for Semantic User Search on Heterogeneous Social Networkβ13Feb 19, 2018Updated 8 years ago
- A curated list of papers and code related to class-imbalanced learning on graphs (CILG).β44Jan 18, 2025Updated last year
- [KDD 2022] Implementation of "Feature Overcorrelation in Deep Graph Neural Networks: A New Perspective"β45Jan 6, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient β’ AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- β38Dec 1, 2021Updated 4 years ago
- 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
- An index of algorithms for few-shot learning/meta-learning on graphsβ158Apr 30, 2025Updated 11 months ago
- Implementation of the KDD'24 paper "LPFormer: An Adaptive Graph Transformer for Link Prediction"β29Nov 21, 2025Updated 4 months ago
- A curated list of graph data augmentation papers.β312Apr 17, 2024Updated last year
- Code for ECML-PKDD 2022 paper "GraphMixup: Improving Class-Imbalanced Node Classification by Reinforcement Mixup and Self-supervised Contβ¦β25Jun 7, 2023Updated 2 years ago
- NIPS 24: Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insightsβ50Dec 21, 2024Updated last year
- β18Dec 30, 2025Updated 3 months ago
- Accompanied repositories for our paper Graph foundation modelβ232Nov 11, 2024Updated last year
- NordVPN Special Discount Offer β’ AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- 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
- A curated list of awesome graph structure learning approachesβ39Nov 24, 2024Updated last year
- Implementation of GTMGC: Using Graph Transformer to Predict Moleculeβs Ground-State Conformation (ICLR2024 Spotlight).β20Mar 26, 2024Updated 2 years ago
- Contrastive Attributed Network Anomaly Detection with Data Augmentation (PAKDD'22)β29Aug 12, 2022Updated 3 years ago
- β15Dec 28, 2023Updated 2 years ago
- β83Oct 28, 2024Updated last year
- "GraphSHA: Synthesizing Harder Samples for Class-Imbalanced Node Classification" in KDD'23β33Mar 11, 2024Updated 2 years ago
- Relative and Absolute Location Embedding for Few-Shot Node Classification on Graphβ13Nov 13, 2022Updated 3 years ago
- Tail-GNN: Tail-Node Graph Neural Networksβ35Sep 5, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling on Cloudways β’ AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- β15Mar 2, 2023Updated 3 years ago
- Implementation of WSDM2019 -- Interactive Anomaly Detection on Attributed Networksβ14Mar 15, 2021Updated 5 years ago
- [ICML 2022] Local Augmentation for Graph Neural Networksβ66Jan 31, 2026Updated last month
- [ICLR'23] Implementation of "Empowering Graph Representation Learning with Test-Time Graph Transformation"β65Jun 23, 2023Updated 2 years ago
- Papers about out-of-distribution generalization on graphs.β168Jun 5, 2023Updated 2 years ago
- GraphAny: Fully-inductive Node Classification on Arbitrary Graphsβ154Feb 3, 2025Updated last year
- [WWW 2021 GLB] New Benchmarks for Learning on Non-Homophilous Graphsβ115Nov 14, 2021Updated 4 years ago