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

0 "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

2,003 stars
222 forks
4,069 projects

Last updated: 16 Jul 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

1,728 stars
167 forks
440 projects

Last updated: 29 Jul 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

1,438 stars
165 forks
76 projects

Last updated: 15 Jul 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

1,015 stars
154 forks
242 projects

Last updated: 28 Jul 2026

awesome-graph-transformer

Papers about graph transformers.

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

930 stars
75 forks
96 projects

Last updated: 30 Jul 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

913 stars
135 forks
122 projects

Last updated: 31 Jul 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

865 stars
74 forks
223 projects

Last updated: 11 Aug 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

710 stars
86 forks
150 projects

Last updated: 29 May 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

565 stars
94 forks
164 projects

Last updated: 15 Jul 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

394 stars
33 forks
86 projects

Last updated: 25 May 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

369 stars
19 forks
63 projects

Last updated: 24 Jul 2026

awesome-gnn-systems

A list of awesome GNN systems.

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

348 stars
30 forks
118 projects

Last updated: 31 Jul 2026

awesome-large-graph-model

Papers about large graph models.

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

292 stars
19 forks
87 projects

Last updated: 21 May 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 Jul 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 Jul 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: 02 Aug 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

215 stars
16 forks
242 projects

Last updated: 11 Jul 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: 04 Jul 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

169 stars
9 forks
73 projects

Last updated: 27 Apr 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

131 stars
15 forks
187 projects

Last updated: 10 Aug 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

125 stars
7 forks
177 projects

Last updated: 22 Jul 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: 28 May 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: 17 Jul 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

94 stars
5 forks
33 projects

Last updated: 16 Jun 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

13 stars
0 forks
51 projects

Last updated: 05 Aug 2026

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51 llms 51 agent 51 go 51 agentic-ai 51 tutorial 51 paper 50 free 50 gpt 50 web 49 github 49 research 49 typescript 49 dataset 48 security-tools 48 tutorials 48 books 47 agents 47 opensource 47 api 46 productivity 46 deep-neural-networks 46 data 46 cryptocurrency 45 agent-skills 45 development 45 cloud 44 data-visualization 43 html 42 docker 41 documentation 41 gamedev 41 vue 41 database 41 software 40 paper-list 40 community 40 diffusion-models 40 rag 39 ml 39 collections 39 open-data 39 anthropic 39 web-development 38 game 37 neural-network 36 testing 35 self-hosted 35 multimodal 35 aws 34 crypto 34 labex 34 hands-on 34 model-context-protocol 34 reactjs 34 iot 34 cli 34 cpp 33 exercises 33 courses 33 algorithms 33 software-engineering 33 ai-agent 32 hardware 32 prompts 32 flutter 32 framework 32 video 32 defi 32 games 31 graph-neural-networks 31 marketing 31 gemini 31 solidity 31 mlops 31 react-native 31 penetration-testing 31 skills 31 transformer 30 ruby 30 libraries 30 bioinformatics 30 projects 30 architecture 30 saas 29 microsoft 29 reverse-engineering 29 pentesting 29 dotnet 29 mobile 29 image-generation 28 smart-contracts 28 csharp 28 best-practices 28 object-detection 28 music 27 cryptography 27 osint 27 tensorflow 27 windows 27 science 27 pytorch 27 slam 27 angular 27 openclaw 27 links 27 knowledge-graph 27 git 26 nextjs 26 serverless 26 data-analysis 26 self-supervised-learning 26 library 26 foundation-models 26 mcp-server 25 data-mining 25 kotlin 25 markdown 25 learning-resources 25 video-generation 25 jobs 25 time-series 25 llm-agents 25 ui 25 infosec 25 3d 25 django 25 chinese 24 mathematics 24 langchain 24 embedded 24 apple 24 computer-graphics 24 plugins 24 chatbot 24 seo 24 neural-networks 24 segmentation 24 awesomeness 23 engineering 23 sql 23 audio 23 devsecops 23 autonomous-agents 23 autonomous-driving 23 awsome-list 23 startups 23 coding 23 roadmap 23 interview 23 reasoning 23 cloud-computing 23 blog 23 unity 23 codex 23 game-engine 23 vibe-coding 22 python3 22 networking 22 decentralized 22 federated-learning 22 finance 22 startup 22 deepseek 22 programming-language 22 software-development 22 website 22 mcp-servers 22 c 22 llama 22 gpt-3 21 awsome 21 text-to-image 21 deeplearning 21 blogs 21 r 21 monitoring 21 graphql 21 benchmark 21 embodied-ai 21 hacktoberfest-accepted 21 visualization 21 graph 20 terminal 20 stable-diffusion 20 cursor 20 ai-coding 20 curated 20 gis 20 opendata 20 azure 20 js 20 youtube 20 claude-skills 20 statistics 20 apps 20 optimization 20 raspberry-pi 19 ai-safety 19 cloud-native 19 speech-recognition 19 transformers 19 big-data 19 machinelearning 19 backend 19 gpt-4 19 data-structures 18 telegram 18 prompt 18 multi-agent 18 swiftui 18 guidelines 18 laravel 18 vlm 18 code 18 front-end 18 analytics 18 aigc 18 bugbounty 18 data-engineering 18 representation-learning 18 generative-art 18 cheatsheet 17 command-line 17 malware-analysis 17 containers 17 animation 17 remote-sensing 17 webgl 17 bash 17 github-actions 17 large-language-model 17 pentest 17 quantization 17 nerf 17 android-development 17 generative-model 17 autonomous-vehicles 17 foss 17 articles 16 llmops 16 microservices 16 medical-imaging 16 bert 16 readme 16 image-processing 16 language 16 reddit 16 algorithm 16 knowledge 16 videos 16 spain 16 espana 16 dart 16 performance 16 gaming 16 technology 16 ros 16 anomaly-detection 16 system-design 16 distributed-systems 16 resource 15 mac 15 beginner-friendly 15 mysql 15 p2p 15 detection 15 multimodal-large-language-models 15 code-generation 15 google 15 databases 15 npm 15 wasm 15 webassembly 15 pose-estimation 15 selfhosted 15 leetcode 15 graphics 15 solana 15 vscode 15 evm 15 copilot 15 ecommerce 15 students 15 awesome-ai 15 vuejs 15 mllm 15 cms 15 ai-security 15 art 15 text-to-video 15 multimodal-deep-learning 15 react-components 15 discord 14 planning 14 android-library 14 drones 14 wordpress 14 coding-agents 14 software-libre 14 icons 14 recommender-system 14 mobile-development 14 vision-language-model 14 software-architecture 14 ai-art 14 frameworks 14 diffusion 14 multimodal-learning 14 healthcare 14 3d-graphics 14 dotnet-core 14 trading 14 podcast 14 utilities 14 node 14 vector-database 14 generative-adversarial-network 14 uav 14 language-model 14 yolo 14 oss 14 dapp 13 svelte 13 bug-bounty 13 ai-video 13 continual-learning 13 datos-abiertos 13 quantum-computing 13 deep-reinforcement-learning 13 observability 13 xai 13 ui-design 13 simulation 13 multi-agent-systems 13 storage 13 search 13 sysadmin 13 speech-to-text 13 time-series-analysis 13 transfer-learning 13 gan 13 free-software 13 programming-languages 13 interview-questions 13 objective-c 13 microservice 13 knowledge-base 13 infrastructure 13 sre 13 pwa 13 rl 13 open-science 13 developer 13 model-compression 13 automl 13 static-analysis 13 threat-intelligence 13 sustainability 13 ctf 13 workflow 13 geospatial 13 rest-api 13 unicorns 13 semantic-segmentation 13 webdevelopment 13 compliance 12 reading-list 12 es6 12 question-answering 12 ros2 12 email 12 few-shot-learning 12 web-design 12 webapp 12 drone 12 rails 12 fuzzing 12 article 12 infrastructure-as-code 12 machine-learning-algorithms 12 cicd 12 cuda 12 edge-computing 12 elasticsearch 12 fintech 12 cross-platform 12 ux 12 llm-security 12 prompt-injection 12 postgresql 12 neuroscience 12 vision-and-language 12 social-media 12 test-automation 12 guide 12 evaluation 12 gpu 12 application 12 graphics-programming 12 creative-coding 12 image 12 authentication 12 privacy-tools 12 leadership 12 cyber-security 12 chain-of-thought 12 search-engine 12 static-site-generator 12 lua 12 anime 11 interpretability 11 math 11 vr 11 memory 11 python-library 11 podcasts 11 font 11 point-cloud 11 in-context-learning 11 apis 11 incident-response 11 3d-reconstruction 11 management 11 social-network 11 fpga 11 ai-development 11 writing 11