Advances on machine learning of graphs, covering the reading list of recent top academic conferences.
☆248May 28, 2026Updated 2 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.☆71May 12, 2026Updated 2 months ago
- Simple Graph Condensation☆13Feb 26, 2025Updated last year
- 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
- Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).☆709Jun 4, 2025Updated last year
- A Survey of Learning from Graphs with Heterophily☆170Feb 28, 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.
- ☆193Mar 25, 2024Updated 2 years ago
- A curated list of papers and resources about multimodal learning on graphs.☆46Feb 28, 2025Updated last year
- This repository contains the resources on graph neural network (GNN) considering heterophily.☆273Dec 4, 2024Updated last year
- A curated list of papers on graph structure learning (GSL).☆52Dec 31, 2024Updated last year
- A collection of AI for Drug Design related papers and corresponding code sources (in progress).☆18Feb 25, 2022Updated 4 years ago
- ☆183Jan 8, 2025Updated last year
- List of papers on NeurIPS2023☆89Nov 15, 2023Updated 2 years ago
- ☆34Jun 1, 2022Updated 4 years ago
- "GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection" in NeurIPS 2023☆149Jun 25, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Papers about explainability of GNNs☆814Jun 3, 2026Updated last month
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆269Apr 14, 2025Updated last year
- ☆15Mar 2, 2023Updated 3 years ago
- [IJCAI 2024] Papers about graph reduction including graph coarsening, graph condensation, graph sparsification, graph summarization, etc.☆189Feb 25, 2026Updated 5 months ago
- links to conference publications in graph-based deep learning☆5,089Jun 7, 2026Updated last month
- A curated list of papers on pre-training for graph neural networks (Pre-train4GNN).☆215Dec 31, 2024Updated 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
- ☆15Dec 28, 2023Updated 2 years ago
- Accompanied repositories for our paper Graph foundation model☆238Nov 11, 2024Updated 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.
- "GraphEdit: Large Language Models for Graph Structure Learning"☆143Jun 24, 2024Updated 2 years ago
- Must-read papers on graph foundation models (GFMs)☆378Aug 24, 2025Updated 11 months ago
- A collection of graph foundation models including papers, codes, and datasets.☆218Jul 10, 2025Updated last year
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,727Feb 2, 2024Updated 2 years ago
- 动态图嵌入方法学习☆16Jan 20, 2022Updated 4 years ago
- A collection of papers and resources about Data-centric Graph Machine Learning (DC-GML).☆45Nov 1, 2023Updated 2 years ago
- "HomoGCL: Rethinking Homophily in Graph Contrastive Learning" in KDD'23☆14Jul 6, 2023Updated 3 years ago
- Official implementation for "Cluster-wise Graph Transformer with Dual-granularity Kernelized Attention" (NeurIPS2024 Spotlight)☆18Oct 10, 2024Updated last year
- [NeurIPS'23] Source code of "Data-Centric Learning from Unlabeled Graphs with Diffusion Model": A data-centric transfer learning framewor…☆22Jun 4, 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.
- The code for PosDiffNet☆14Feb 27, 2026Updated 5 months ago
- The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classifica…☆312Mar 4, 2024Updated 2 years ago
- List of papers on ICLR 2024☆58Mar 6, 2024Updated 2 years ago
- All graph/GNN papers accepted at the International Conference on Machine Learning (ICML) 2024.☆237Nov 16, 2024Updated last year
- Awesome literature on imbalanced learning on graphs☆77Sep 11, 2024Updated last year
- ☆135Apr 3, 2025Updated last year
- Code for AAAI 2023 (Oral) paper "Extracting Low-/High- Frequency Knowledge from Graph Neural Networks and Injecting it into MLPs: An Effe…☆27Jul 20, 2024Updated 2 years ago