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

2,012 stars
223 forks
4,069 projects

Last updated: 30 Aug 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

1,016 stars
155 forks
242 projects

Last updated: 21 Aug 2026

awesome-graph-transformer

Papers about graph transformers.

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

927 stars
73 forks
96 projects

Last updated: 28 Aug 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
73 forks
223 projects

Last updated: 13 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

711 stars
87 forks
150 projects

Last updated: 23 Aug 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

605 stars
40 forks
143 projects

Last updated: 01 Aug 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

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

371 stars
19 forks
63 projects

Last updated: 26 Aug 2026

awesome-gnn-systems

A list of awesome GNN systems.

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

350 stars
29 forks
118 projects

Last updated: 30 Aug 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 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

223 stars
16 forks
242 projects

Last updated: 18 Aug 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

188 stars
17 forks
178 projects

Last updated: 07 Aug 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

131 stars
15 forks
198 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
6 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

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

13 stars
0 forks
51 projects

Last updated: 05 Aug 2026

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bitcoin 54 frontend 53 education 52 llms 52 swift 51 go 51 tutorial 51 free 50 paper 50 gpt 50 web 49 security-tools 49 research 49 typescript 49 github 48 books 48 dataset 48 tutorials 48 data 46 agents 46 deep-neural-networks 46 api 46 opensource 46 development 45 cryptocurrency 45 productivity 45 diffusion-models 45 cloud 44 rag 43 paper-list 43 data-visualization 43 html 42 database 42 gamedev 41 vue 41 documentation 41 docker 41 community 40 software 40 open-data 40 anthropic 40 ml 40 web-development 38 model-context-protocol 38 collections 38 game 37 multimodal 36 neural-network 36 self-hosted 35 testing 35 skills 35 cli 35 reactjs 34 ai-agent 34 iot 34 crypto 34 aws 34 prompts 34 labex 34 hands-on 34 cpp 33 software-engineering 33 courses 33 algorithms 33 exercises 33 plugins 33 video 32 graph-neural-networks 32 framework 32 defi 32 hardware 32 flutter 32 marketing 32 games 31 mlops 31 solidity 31 penetration-testing 31 react-native 31 libraries 30 ruby 30 transformer 30 dotnet 30 saas 30 bioinformatics 30 architecture 30 video-generation 30 projects 30 gemini 30 mobile 29 csharp 29 image-generation 29 pentesting 29 reverse-engineering 29 smart-contracts 28 best-practices 28 llm-agents 28 object-detection 28 data-analysis 28 knowledge-graph 28 microsoft 28 pytorch 27 links 27 tensorflow 27 music 27 science 27 angular 27 cryptography 27 windows 27 osint 27 foundation-models 27 openclaw 27 slam 27 learning-resources 26 markdown 26 self-supervised-learning 26 nextjs 26 library 26 ui 26 serverless 26 jobs 26 3d 25 time-series 25 mcp-server 25 kotlin 25 cursor 25 django 25 data-mining 25 git 25 infosec 25 embedded 24 chatbot 24 deepseek 24 seo 24 roadmap 24 computer-graphics 24 mathematics 24 chinese 24 autonomous-agents 24 audio 24 neural-networks 24 interview 23 awesomeness 23 segmentation 23 game-engine 23 apple 23 unity 23 awsome-list 23 sql 23 engineering 23 langchain 23 autonomous-driving 23 reasoning 23 cloud-computing 23 finance 23 codex 23 vibe-coding 23 mcp-servers 23 startups 23 blog 23 networking 22 claude-skills 22 startup 22 federated-learning 22 python3 22 text-to-image 22 decentralized 22 website 22 software-development 22 c 22 llama 22 programming-language 22 coding 22 devsecops 22 blogs 21 azure 21 graphql 21 apps 21 monitoring 21 awsome 21 embodied-ai 21 r 21 benchmark 21 visualization 21 gpt-3 21 deeplearning 21 hacktoberfest-accepted 21 gis 20 js 20 optimization 20 ai-coding 20 stable-diffusion 20 curated 20 youtube 20 ai-safety 20 transformers 20 opendata 20 graph 20 terminal 20 speech-recognition 19 big-data 19 representation-learning 19 statistics 19 generative-art 19 cloud-native 19 backend 19 telegram 19 multi-agent 19 machinelearning 19 gpt-4 19 raspberry-pi 19 swiftui 18 vlm 18 laravel 18 data-structures 18 remote-sensing 18 guidelines 18 front-end 18 pentest 18 aigc 18 bugbounty 18 analytics 18 text-to-video 18 code 18 containers 17 knowledge 17 animation 17 quantization 17 cheatsheet 17 bash 17 webgl 17 nerf 17 prompt 17 github-actions 17 mllm 17 foss 17 large-language-model 17 command-line 17 malware-analysis 17 android-development 17 image-processing 17 autonomous-vehicles 17 data-engineering 17 generative-model 17 espana 16 microservices 16 gaming 16 bert 16 databases 16 system-design 16 articles 16 performance 16 medical-imaging 16 pose-estimation 16 dart 16 anomaly-detection 16 ros 16 technology 16 language 16 algorithm 16 vscode 16 readme 16 ai-security 16 spain 16 videos 16 distributed-systems 16 reddit 16 mac 15 mysql 15 wasm 15 webassembly 15 awesome-ai 15 beginner-friendly 15 students 15 evm 15 coding-agents 15 react-components 15 ecommerce 15 leetcode 15 drones 15 solana 15 llmops 15 vuejs 15 multimodal-deep-learning 15 cms 15 resource 15 copilot 15 code-generation 15 ai-video 15 selfhosted 15 p2p 15 uav 15 detection 15 trading 15 art 15 recommender-system 15 google 15 npm 15 diffusion 15 multimodal-large-language-models 15 utilities 14 memory 14 software-architecture 14 3d-graphics 14 ai-art 14 android-library 14 vision-language-model 14 ui-design 14 software-libre 14 podcast 14 oss 14 language-model 14 graphics 14 ctf 14 knowledge-base 14 gan 14 wordpress 14 multimodal-learning 14 icons 14 dotnet-core 14 frameworks 14 healthcare 14 xai 14 yolo 14 mobile-development 14 vector-database 14 generative-adversarial-network 14 planning 14 discord 14 free-software 13 few-shot-learning 13 dapp 13 rest-api 13 node 13 unicorns 13 infrastructure 13 interview-questions 13 pwa 13 developer 13 static-analysis 13 search 13 llm-security 13 model-compression 13 webdevelopment 13 storage 13 sysadmin 13 rl 13 drone 13 geospatial 13 microservice 13 threat-intelligence 13 objective-c 13 time-series-analysis 13 sre 13 sustainability 13 observability 13 datos-abiertos 13 transfer-learning 13 simulation 13 deep-reinforcement-learning 13 fintech 13 svelte 13 speech-to-text 13 programming-languages 13 workflow 13 semantic-segmentation 13 open-science 13 continual-learning 13 quantum-computing 13 multi-agent-systems 13 automl 13 bug-bounty 13 reading-list 12 graphics-programming 12 evaluation 12 machine-learning-algorithms 12 neuroscience 12 article 12 infrastructure-as-code 12 authentication 12 social-media 12 creative-coding 12 application 12 cuda 12 edge-computing 12 cyber-security 12 webapp 12 social-network 12 management 12 leadership 12 ux 12 search-engine 12 question-answering 12 web-design 12 privacy-tools 12 prompt-injection 12 vulnerabilities 12 cicd 12 compliance 12 lua 12 chain-of-thought 12 image 12 ros2 12 test-automation 12 gpu 12 rails 12 postgresql 12 guide 12 fuzzing 12 elasticsearch 12 static-site-generator 12 vision-and-language 12 email 12 es6 12 cross-platform 12 climate-change 11 vr 11 ai-development 11 video-editing 11 llm-agent 11 python-library 11 hacktoberfest2020 11 packages 11 data-analytics 11 qwen 11 fpga 11 point-cloud 11 elixir 11 llm-tools 11