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

1,967 stars
219 forks
2,808 projects

Last updated: 23 Mar 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

1,715 stars
164 forks
440 projects

Last updated: 18 Mar 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

1,437 stars
164 forks
76 projects

Last updated: 11 Mar 2026

Awesome-Deep-Graph-Clustering

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

1,001 stars
152 forks
207 projects

Last updated: 20 Mar 2026

awesome-graph-transformer

Papers about graph transformers.

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

922 stars
76 forks
96 projects

Last updated: 18 Mar 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

911 stars
135 forks
122 projects

Last updated: 28 Feb 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

853 stars
74 forks
223 projects

Last updated: 13 Mar 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

696 stars
86 forks
150 projects

Last updated: 22 Jan 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

557 stars
94 forks
164 projects

Last updated: 05 Mar 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

391 stars
32 forks
86 projects

Last updated: 23 Feb 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

367 stars
17 forks
63 projects

Last updated: 19 Feb 2026

awesome-gnn-systems

A list of awesome GNN systems.

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

338 stars
27 forks
118 projects

Last updated: 31 Mar 2026

awesome-large-graph-model

Papers about large graph models.

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

288 stars
20 forks
87 projects

Last updated: 10 Feb 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
58 forks
246 projects

Last updated: 05 Mar 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

270 stars
23 forks
334 projects

Last updated: 14 Mar 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

233 stars
16 forks
295 projects

Last updated: 08 Mar 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

183 stars
14 forks
242 projects

Last updated: 23 Mar 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

177 stars
16 forks
178 projects

Last updated: 25 Feb 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: 23 Dec 2025

awesome-few-shot-gnn

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

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

158 stars
18 forks
58 projects

Last updated: 02 Mar 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: 23 Feb 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

127 stars
13 forks
93 projects

Last updated: 13 Feb 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

123 stars
6 forks
177 projects

Last updated: 19 Jan 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: 10 Nov 2025

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: 18 Jan 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

96 stars
12 forks
50 projects

Last updated: 10 Feb 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

90 stars
5 forks
33 projects

Last updated: 04 Mar 2026

Awesome-Literature-ILoGs

Awesome literature on imbalanced learning on graphs

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

74 stars
11 forks
320 projects

Last updated: 29 Jan 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

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cryptography 26 serverless 26 self-supervised-learning 26 mlops 26 pentesting 25 data-mining 25 microsoft 25 django 25 sql 25 angular 25 best-practices 25 git 25 reverse-engineering 25 data-analysis 25 library 25 osint 24 saas 24 mathematics 24 awsome-list 24 engineering 24 coding 24 3d 24 infosec 24 computer-graphics 24 agentic-ai 24 jobs 24 mobile 24 roadmap 23 markdown 23 unity 23 c 23 software-development 23 nextjs 23 game-engine 23 ui 23 learning-resources 23 neural-networks 23 knowledge-graph 23 embedded 23 programming-language 23 segmentation 23 blog 23 deeplearning 22 statistics 22 time-series 22 startups 22 python3 22 claude-code 22 interview 22 r 22 gemini 22 apple 22 autonomous-driving 22 rag 22 awesomeness 22 visualization 22 foundation-models 22 kotlin 22 networking 21 free-tutorials 21 website 21 startup 21 blogs 21 hacktoberfest-accepted 21 marketing 21 gpt-4 21 audio 21 cloud-computing 21 opendata 21 azure 21 finance 21 chatbot 21 federated-learning 21 gpt-3 21 awsome 20 js 20 graph 20 raspberry-pi 20 data-structures 20 llama 20 monitoring 20 apps 20 chinese 20 reasoning 20 machinelearning 20 big-data 19 prompts 19 bugbounty 19 front-end 19 curated 19 anthropic 19 image-generation 19 transformers 19 youtube 19 aigc 18 guidelines 18 decentralized 18 stable-diffusion 18 code 18 graphql 18 backend 18 optimization 18 representation-learning 18 prompt 18 devsecops 18 malware-analysis 17 vibe-coding 17 knowledge 17 beginner-friendly 17 model-context-protocol 17 seo 17 bash 17 cloud-native 17 open-data 17 cheatsheet 17 generative-art 17 generative-model 17 analytics 17 nerf 17 containers 17 plugins 17 autonomous-vehicles 17 data-engineering 17 microservices 16 dart 16 vscode 16 articles 16 deepseek 16 text-to-image 16 speech-recognition 16 algorithm 16 ros 16 bert 16 command-line 16 webgl 16 animation 16 telegram 16 language 16 langchain 16 benchmark 16 multimodal-deep-learning 15 p2p 15 image-processing 15 technology 15 laravel 15 pose-estimation 15 remote-sensing 15 embodied-ai 15 android-development 15 swiftui 15 pentest 15 cms 15 resource 15 readme 15 evm 15 large-language-model 15 mysql 15 leetcode 15 terminal 15 vlm 15 mcp-server 15 distributed-systems 15 generative-adversarial-network 14 dotnet-core 14 react-components 14 webassembly 14 art 14 performance 14 foss 14 awesome-ai 14 vuejs 14 language-model 14 wasm 14 videos 14 graphics 14 recommender-system 14 code-generation 14 anomaly-detection 14 selfhosted 14 detection 14 google 14 quantization 14 multimodal-learning 14 node 14 mac 14 icons 14 oss 14 diffusion 14 databases 14 npm 14 android-library 14 dapp 13 multimodal-large-language-models 13 skills 13 fuzzing 13 application 13 search 13 vision-language-model 13 objective-c 13 yolo 13 quantum-computing 13 utilities 13 storage 13 deep-reinforcement-learning 13 wordpress 13 interview-questions 13 discord 13 cursor 13 pwa 13 postgresql 13 gan 13 svelte 13 gis 13 frameworks 13 semantic-segmentation 13 transfer-learning 13 medical-imaging 13 microservice 13 podcast 13 video-generation 13 developer 13 unicorns 13 cross-platform 13 webdevelopment 13 automl 12 planning 12 search-engine 12 cicd 12 workflow 12 es6 12 web-design 12 model-compression 12 gaming 12 infrastructure 12 sustainability 12 hosting 12 static-analysis 12 3d-graphics 12 vision-and-language 12 image 12 question-answering 12 time-series-analysis 12 authentication 12 cuda 12 article 12 chain-of-thought 12 ui-design 12 edge-computing 12 llmops 12 infrastructure-as-code 12 solana 12 static-site-generator 12 agent-skills 12 book 12 datascience 12 graphics-programming 12 guide 12 programming-languages 12 elasticsearch 12 sysadmin 12 rails 12 webapp 12 mllm 12 system-design 12 ai-agent 12 creative-coding 11 writing 11 font 11 reading-list 11 continual-learning 11 unity3d 11 software-architecture 11 mcp-servers 11 climate-change 11 ros2 11 in-context-learning 11 ai-safety 11 anime 11 free-software 11 machine-learning-algorithms 11 ux 11 webpack 11 sre 11 few-shot-learning 11 golang-library 11 point-cloud 11 rest-api 11 interpretability 11 hacktoberfest2020 11 healthcare 11 arduino 11 rl 11 open-science 11 minecraft 11 math 11 ctf 11 cvpr 11 flutter-apps 11 embedded-systems 11 threat-intelligence 11 podcasts 11 vr 11 movies 11 unsupervised-learning 11 drones 11 ecommerce 11 3d-reconstruction 11 course 11 mobile-development 11 augmented-reality 10 test-automation 10 design-systems 10 neuroscience 10 semantic-web 10 redis 10 blockchain-technology 10 uav 10 bug-bounty 10 hacking-tools 10 bot 10 apis 10 leadership 10 openclaw 10 front-end-development 10 classification 10 meta-learning 10 haskell 10 ide 10 jupyter-notebook 10 ansible 10 no-code 10 email 10 webcomponents 10 autonomous-agents 10 chatgpt-api 10 news 10 students 10 gpu 10 cyber-security 10 xai 10 bookmarks 10 simulation 10 claude-skills 10 ai-art 10 hacktoberfest2021 10 social-network 10