Advances on machine learning of graphs, covering the reading list of recent top academic conferences.
☆233Nov 22, 2025Updated 4 months ago
Alternatives and similar repositories for Awesome-Graph-Learning-Papers-List
Users that are interested in Awesome-Graph-Learning-Papers-List are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Advances on machine learning of dynamic (temporal) graphs, covering the reading list of recent top academic conferences.☆63Oct 22, 2023Updated 2 years ago
- Official codebase for paper Disentangled Condensation for Graphs (DisCo). This codebase is based on the open-source Pytorch Geometric fra…☆11Feb 12, 2025Updated last year
- Simple Graph Condensation☆13Feb 26, 2025Updated last year
- Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).☆703Jun 4, 2025Updated 9 months ago
- A Survey of Learning from Graphs with Heterophily☆160Feb 28, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆189Mar 25, 2024Updated 2 years ago
- This repository contains the resources on graph neural network (GNN) considering heterophily.☆270Dec 4, 2024Updated last year
- A curated list of papers on graph structure learning (GSL).☆51Dec 31, 2024Updated last year
- ☆181Jan 8, 2025Updated last year
- Official repository for NeurIPS'23 paper: GraphPatcher: Mitigating Degree Bias for Graph Neural Networks via Test-time Augmentation☆17Oct 1, 2023Updated 2 years ago
- List of papers on NeurIPS2023☆90Nov 15, 2023Updated 2 years ago
- A collection of AI for Drug Design related papers and corresponding code sources (in progress).☆18Feb 25, 2022Updated 4 years ago
- The official source code for Self-Guided Robust Graph Structure Refinement (SG-GSR) at WWW 2024 Research Track.☆17Apr 23, 2024Updated last year
- "GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection" in NeurIPS 2023☆142Jun 25, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [IJCAI 2024] Papers about graph reduction including graph coarsening, graph condensation, graph sparsification, graph summarization, etc.☆177Feb 25, 2026Updated last month
- ☆32Jun 1, 2022Updated 3 years ago
- ☆15Mar 2, 2023Updated 3 years ago
- A curated list of papers and resources about multimodal learning on graphs.☆43Feb 28, 2025Updated last year
- Accompanied repositories for our paper Graph foundation model☆232Nov 11, 2024Updated last year
- links to conference publications in graph-based deep learning☆5,039Feb 7, 2026Updated last month
- A curated list of papers on pre-training for graph neural networks (Pre-train4GNN).☆213Dec 31, 2024Updated last year
- "GraphEdit: Large Language Models for Graph Structure Learning"☆143Jun 24, 2024Updated last year
- 动态图嵌入方法学习☆16Jan 20, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- ☆15Dec 28, 2023Updated 2 years ago
- Must-read papers on graph foundation models (GFMs)☆363Aug 24, 2025Updated 7 months ago
- A collection of papers and resources about Data-centric Graph Machine Learning (DC-GML).☆45Nov 1, 2023Updated 2 years ago
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,717Feb 2, 2024Updated 2 years ago
- Papers about explainability of GNNs☆796Mar 5, 2026Updated 3 weeks ago
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆267Apr 14, 2025Updated 11 months ago
- Awesome literature on imbalanced learning on graphs☆75Sep 11, 2024Updated last year
- ☆134Apr 3, 2025Updated 11 months ago
- The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classifica…☆313Mar 4, 2024Updated 2 years ago
- 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.
- [NeurIPS'23] Source code of "Data-Centric Learning from Unlabeled Graphs with Diffusion Model": A data-centric transfer learning framewor…☆22Jun 4, 2025Updated 9 months ago
- List of papers on ICLR 2024☆58Mar 6, 2024Updated 2 years ago
- The code for PosDiffNet☆12Feb 27, 2026Updated last month
- Awesome Papers About Performing Prompting On Graphs☆422May 15, 2025Updated 10 months ago
- A curated list of Hypergraph Learning, Hypergraph Theory, Hypergraph Dataset and Hypergraph Tool.☆320Feb 3, 2025Updated last year
- A curated list of graph data augmentation papers.☆312Apr 17, 2024Updated last year
- A collection of AWESOME things about Graph-Related LLMs.☆2,413Nov 5, 2025Updated 4 months ago