An open API service indexing awesome lists of open source software.

"graph-neural-networks" Awesome Lists

Awesome-FL

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

artificial-intelligence awesome computer-vision data-mining database deep-learning efficiency federated-learning federated-learning-framework graph

2,018 stars
223 forks
4,527 projects

Last updated: 11 Oct 2026

awesome-self-supervised-gnn

Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

deep-learning graph-mining graph-neural-networks graph-self-supervised-learning machine-learning pre-training pretraining self-supervised-learning

1,726 stars
167 forks
440 projects

Last updated: 09 Oct 2026

awesome-graph-self-supervised-learning

Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"

data-augmentation deep-learning graph-neural-networks machine-learning pre-training pretext-task representation-learning self-supervised-learning transfer-learning unsupervised-learning

1,436 stars
166 forks
76 projects

Last updated: 20 Aug 2026

Awesome-Deep-Graph-Clustering

[IEEE T-KDE 2026] Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).

clustering data-mining data-mining-algorithms deep-clustering deep-learning gcn graph-convolutional-networks graph-embedding graph-neural-networks graphclustering

1,025 stars
156 forks
311 projects

Last updated: 13 Oct 2026

awesome-graph-transformer

Papers about graph transformers.

deep-learning graph-mining graph-neural-networks graph-transformer machine-learning transformer transformers

932 stars
73 forks
96 projects

Last updated: 15 Oct 2026

awesome-gcn

resources for graph convolutional networks (图卷积神经网络相关资源)

cv gcn graph-attention graph-attention-networks graph-neural-networks nlp

907 stars
135 forks
122 projects

Last updated: 13 Sep 2026

Awesome-GNN4TS

[TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)

awesome dynamic-graphs graph-neural-networks graph-structure-learning spatial-temporal-data spatial-temporal-forecasting survey temporal-data temporal-graphs time-series

866 stars
73 forks
223 projects

Last updated: 23 Sep 2026

Awesome-DynamicGraphLearning

Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).

deep-learning dynamic-graph-embedding dynamic-network-embedding graph-neural-network graph-neural-networks temporal-graph temporal-network

709 stars
87 forks
150 projects

Last updated: 28 Sep 2026

Awesome-Hyperbolic-Representation-and-Deep-Learning

Paper list about hyperbolic embedding, hyperbolic models,hyperbolic applications

graph-embedding graph-neural-networks hyperbolic-geometry knowledge-graph network-embedding recommender-system representation-learning

616 stars
40 forks
198 projects

Last updated: 27 Sep 2026

Awesome-Deep-Community-Detection

Deep and conventional community detection related papers, implementations, datasets, and tools.

awesome community-detection data-mining deep-learning deep-neural-network graph-clustering graph-embedding graph-neural-network graph-neural-networks network-embedding

564 stars
93 forks
164 projects

Last updated: 21 Aug 2026

awesome-graph-attack-papers

Adversarial attacks and defenses on Graph Neural Networks.

adversarial-attacks adversarial-examples awesome awesome-list deep-learning defense graph graph-neural-networks literature-review machine-learning

395 stars
33 forks
86 projects

Last updated: 20 Aug 2026

awesome-llm4graph-papers

[KDD'2024] "LLM4Graph: A Survey of Large Language Models for Graphs"

fundation-models graph-algorithms graph-fundation-models graph-neural-networks graph-representation-learning large-language-models

368 stars
20 forks
63 projects

Last updated: 30 Sep 2026

awesome-gnn-systems

A list of awesome GNN systems.

awesome-list awesome-papers graph-neural-networks graph-systems

352 stars
29 forks
118 projects

Last updated: 29 Sep 2026

awesome-large-graph-model

Papers about large graph models.

awesome-list graph-foundation-model graph-neural-networks large-language-models

291 stars
19 forks
87 projects

Last updated: 20 Aug 2026

graph-networks

A list of interesting graph neural networks (GNN) links with a primary interest in recommendations and tensorflow that is continually updated and refined

awesome graph-networks graph-neural-networks recommendation-system recommender-system tensorflow

282 stars
57 forks
246 projects

Last updated: 21 Sep 2026

Graph-Neural-Networks-With-Heterophily

This repository contains the resources on graph neural network (GNN) considering heterophily.

awesome datasets graph-data graph-neural-networks heterophily homophily

273 stars
23 forks
334 projects

Last updated: 20 Aug 2026

Awesome-Graph-Research-ICML2024

All graph/GNN papers accepted at the International Conference on Machine Learning (ICML) 2024.

gnn graph graph-neural-network graph-neural-networks graph-theory icml icml-2024 molecular-dynamics

238 stars
16 forks
295 projects

Last updated: 16 Sep 2026

awesome-foundation-models-on-graphs

A collection of graph foundation models including papers, codes, and datasets.

data-augmentation deep-learning few-shot-learning foundation-models graph-classification graph-foundation-model graph-neural-networks graph-representation-learning knowlege-graph link-prediction

230 stars
16 forks
242 projects

Last updated: 21 Oct 2026

awesome-graph-reduction

[IJCAI 2024] Papers about graph reduction including graph coarsening, graph condensation, graph sparsification, graph summarization, etc.

coreset-selection dataset-distillation graph-coarsening graph-neural-networks machine-learning

189 stars
17 forks
178 projects

Last updated: 15 Oct 2026

awesome-graph-ood

Papers about out-of-distribution generalization on graphs.

deep-learning graph-mining graph-neural-networks machine-learning out-of-distribution-generalization

168 stars
9 forks
73 projects

Last updated: 28 Jul 2026

awesome-few-shot-gnn

An index of algorithms for few-shot learning/meta-learning on graphs

few-shot-learning graph-neural-networks meta-learning

160 stars
18 forks
58 projects

Last updated: 10 Jul 2026

Awesome-Fair-Graph-Learning

Paper List for Fair Graph Learning (FairGL).

fairness graph-learning graph-neural-networks

143 stars
15 forks
103 projects

Last updated: 27 Jul 2026

awesome-artificial-intelligence-research

A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.

artificial-intelligence automl awesome-list computer-vision deep-learning detection domain-adaptation generative-adversarial-network graph-neural-networks incremental-learning

133 stars
16 forks
218 projects

Last updated: 05 Oct 2026

awesome-sslrec-papers

[ACM CSUR] "A Comprehensive Survey of Self-Supervised Learning for Recommendation"

contrastive-learning graph-neural-networks recommendation recommender-systems self-supervised-learning

124 stars
6 forks
177 projects

Last updated: 18 Sep 2026

awesome-imbalanced-learning-on-graphs

A repository contains a collection of resources and papers on Imbalance Learning On Graphs

graph-neural-networks imbalanced-learning robust-machine-learning

101 stars
13 forks
91 projects

Last updated: 26 Sep 2026

awesome-graph-research-iclr2024

It is a comprehensive resource hub compiling all graph papers accepted at the International Conference on Learning Representations (ICLR) in 2024.

artificial-intelligence awesome awesome-list awesome-lists deep-learning deep-neural-networks equivariant-network gnn grap-clustering graph

101 stars
8 forks
34 projects

Last updated: 16 Sep 2026

awesome-auto-graph-learning

A paper collection about automated graph learning

automl deep-learning graph graph-neural-networks hyper-parameter-optimization machine-learning neural-architecture-search

99 stars
8 forks
123 projects

Last updated: 30 Jul 2026

Awesome-Temporal-Graph-Learning

Awesome Temporal Graph Learning is a collection of SOTA, novel temporal graph learning methods (papers, codes, and datasets).

dynamic-graph graph-embedding graph-neural-networks network-embedding network-representation-learning temporal-graph-learning temporal-graphs temporal-networks

95 stars
5 forks
33 projects

Last updated: 23 Jul 2026

Awesome-Literature-ILoGs

Awesome literature on imbalanced learning on graphs

awesome graph-neural-networks graph-representation-learning imbalanced-learning imbalanced-learning-on-graphs

77 stars
12 forks
320 projects

Last updated: 10 Jul 2026

awesome-graph-representation-learning

A curated list of awesome graph representation learning.

adversarial-learning awesome-list graph graph-convolutional-networks graph-embedding graph-mining graph-neural-networks graph-representation-learning

70 stars
6 forks
32 projects

Last updated: 04 Jan 2026

awesome-ml-power-systems

A curated collection of papers, datasets, software, benchmarks, and resources at the intersection of machine learning and electric power systems.

artificial-intelligence awesome-list benchmarks control-systems datasets deep-learning energy-systems energy-transition forecasting foundation-models

14 stars
0 forks
51 projects

Last updated: 10 Sep 2026

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web3 53 bitcoin 52 education 52 tutorial 52 go 51 typescript 51 frontend 50 gpt 50 security-tools 50 llms 50 free 50 paper 50 agents 49 productivity 49 research 49 web 49 dataset 49 books 47 diffusion-models 47 tutorials 46 deep-neural-networks 46 github 46 development 45 paper-list 45 rag 45 plugins 43 skills 43 data-visualization 42 open-data 42 api 42 anthropic 41 gamedev 41 docker 41 documentation 41 vue 41 opensource 41 cryptocurrency 40 html 40 cloud 40 model-context-protocol 39 software 39 data 39 self-hosted 39 community 39 deepseek 38 ml 38 database 38 prompts 37 saas 36 cpp 36 neural-network 36 multimodal 36 video-generation 35 ai-agent 35 collections 35 game 35 iot 34 hands-on 34 labex 34 cli 34 algorithms 33 exercises 33 testing 33 software-engineering 33 reactjs 33 reverse-engineering 32 pentesting 32 dotnet 32 graph-neural-networks 32 flutter 32 video 32 hardware 32 courses 32 games 31 marketing 31 solidity 31 framework 31 react-native 31 mlops 31 gemini 30 projects 30 bioinformatics 30 aws 30 penetration-testing 30 web-development 30 image-generation 30 llm-agents 30 ruby 30 transformer 30 libraries 29 csharp 29 codex 29 architecture 29 windows 29 best-practices 29 knowledge-graph 29 defi 29 pytorch 28 openclaw 28 object-detection 28 learning-resources 28 crypto 28 cryptography 28 microsoft 27 music 27 osint 27 links 27 chinese 27 cursor 27 foundation-models 27 slam 27 git 27 tensorflow 27 vibe-coding 26 seo 26 data-analysis 26 angular 26 jev 26 self-supervised-learning 26 jobs 26 interview 26 ui 26 smart-contracts 26 autonomous-agents 26 data-mining 25 library 25 time-series 25 infosec 25 mobile 25 markdown 25 3d 25 chatbot 25 neural-networks 25 nextjs 24 roadmap 24 mcp-server 24 awsome-list 24 computer-graphics 24 startup 24 deepseek-harness 24 text-to-image 24 claude-skills 24 embedded 24 science 24 text-to-video 24 mathematics 23 unity 23 segmentation 23 autonomous-driving 23 serverless 23 python3 23 audio 23 reasoning 23 startups 23 apple 23 mcp-servers 23 awesomeness 23 dsh 23 kotlin 23 django 23 llama 22 c 22 programming-language 22 apps 22 embodied-ai 22 game-engine 22 federated-learning 22 langchain 22 cloud-computing 22 devsecops 22 networking 22 sql 21 deeplearning 21 dsh-plugin 21 software-development 21 graph 21 optimization 21 gpt-3 21 terminal 21 benchmark 21 awsome 21 monitoring 21 stable-diffusion 21 visualization 21 hacktoberfest-accepted 21 coding 21 blog 21 gis 21 ai-coding 21 azure 21 opendata 20 blogs 20 finance 20 decentralized 20 engineering 20 youtube 20 r 20 remote-sensing 20 transformers 20 multi-agent 20 website 20 ai-safety 19 representation-learning 19 gpt-4 19 cheatsheet 19 vlm 19 js 19 telegram 19 raspberry-pi 19 statistics 19 graphql 19 curated 19 generative-art 19 backend 18 prompt 18 bugbounty 18 bash 18 large-language-model 18 cloud-native 18 front-end 18 software-libre 18 ai-video 18 swiftui 18 guidelines 18 code 18 machinelearning 18 foss 17 data-structures 17 system-one 17 speech-recognition 17 command-line 17 animation 17 webgl 17 nerf 17 aigc 17 containers 17 autonomous-vehicles 17 analytics 17 pentest 17 ai-security 17 mllm 17 knowledge 17 language 17 performance 17 image-processing 17 quantization 17 readme 16 awesome-ai 16 distributed-systems 16 algorithm 16 pose-estimation 16 datos-abiertos 16 espana 16 android-development 16 big-data 16 spain 16 bert 16 videos 16 data-engineering 16 microservices 16 reddit 16 llmops 16 coding-agents 16 selfhosted 16 malware-analysis 16 vscode 16 articles 16 medical-imaging 16 diffusion 16 dart 16 anomaly-detection 16 generative-model 16 copilot 16 technology 16 memory 16 ecommerce 16 ros 16 laravel 16 classification 16 vuejs 15 mac 15 typesafe-ai 15 evm 15 npm 15 detection 15 leetcode 15 solana 15 recommender-system 15 code-generation 15 github-actions 15 multimodal-large-language-models 15 llm-security 15 system-design 15 resource 15 free-software 15 ctf 15 trading 15 multimodal-deep-learning 15 beginner-friendly 15 multimodal-learning 14 language-model 14 vision-language-model 14 objective-c 14 workflow 14 p2p 14 observability 14 xai 14 generative-adversarial-network 14 mysql 14 knowledge-base 14 evaluation 14 android-library 14 dotnet-core 14 llm-tools 14 node 14 bug-bounty 14 interview-questions 14 graphics 14 typesafe 14 react-components 14 cms 14 transfer-learning 14 students 14 gaming 14 podcast 14 vector-database 14 sysadmin 14 planning 14 oss 14 art 14 webassembly 14 static-analysis 14 yolo 14 wasm 14 multi-agent-systems 14 gan 14 3d-graphics 14 rl 13 directory 13 deep-reinforcement-learning 13 unicorns 13 microservice 13 programming-languages 13 guide 13 wordpress 13 healthcare 13 developer 13 speech-to-text 13 semantic-segmentation 13 databases 13 sre 13 frameworks 13 ai-art 13 few-shot-learning 13 storage 13 ui-design 13 dapp 13 geospatial 13 neuroscience 13 compliance 13 search 13 pwa 13 time-series-analysis 13 simulation 13 continual-learning 13 discord 13 icons 13 open-science 13 svelte 13 management 12 vision-and-language 12 graphics-programming 12 chain-of-thought 12 unity3d 12 video-editing 12 machine-learning-algorithms 12 quantitative-finance 12 creative-coding 12 software-architecture 12 image 12 automl 12 question-answering 12 rails 12 elasticsearch 12 gobierno-abierto 12 prompt-injection 12 lua 12 fuzzing 12 leadership 12 cross-platform 12 article 12 gpu 12 rest-api 12 threat-intelligence 12 authentication 12 search-engine 12 hacking-tools 12 ros2 12 privacy-tools 12 reading-list 12 alternatives 12 cuda 12 ai-development 12 es6 12 google 12 webpack 11 3d-reconstruction 11 model-compression 11 fpga 11 podcasts 11 cyber-security 11 webapp 11 quantum-computing 11 interpretability 11 ux 11 social-network 11 github-copilot 11 email 11 font 11 indonesia 11 swift-library 11 hacktoberfest2020 11 no-code 11 mobile-development 11 llm-agent 11 agent-memory 11 benchmarks 11 earth-observation 11