Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
17 "graph-neural-networks" Awesome Lists
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
1,477 stars
164 forks
440 projects
Last updated: 03 May 2024
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
1,286 stars
161 forks
76 projects
Last updated: 06 May 2024
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
1,257 stars
162 forks
1,796 projects
Last updated: 12 Apr 2024
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
851 stars
131 forks
122 projects
Last updated: 17 Apr 2024
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
700 stars
130 forks
189 projects
Last updated: 11 May 2024
awesome-graph-transformer
Papers about graph transformers.
deep-learning graph-mining graph-neural-networks graph-transformer machine-learning transformer transformers
631 stars
58 forks
93 projects
Last updated: 06 May 2024
Awesome-GNN4TS
📈 Awesome resources related to GNNs for Time Series Analysis (GNN4TS) 🔥 https://arxiv.org/abs/2307.03759
awesome dynamic-graphs graph-neural-networks graph-structure-learning spatial-temporal-data spatial-temporal-forecasting survey temporal-data temporal-graphs time-series
432 stars
44 forks
223 projects
Last updated: 04 May 2024
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
346 stars
29 forks
86 projects
Last updated: 22 Apr 2024
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
266 stars
58 forks
246 projects
Last updated: 27 Apr 2024
awesome-gnn-systems
A list of awesome GNN systems.
awesome-list awesome-papers graph-neural-networks graph-systems
249 stars
22 forks
106 projects
Last updated: 20 Apr 2024
awesome-graph-ood
Papers about out-of-distribution generalization on graphs.
deep-learning graph-mining graph-neural-networks machine-learning out-of-distribution-generalization
141 stars
9 forks
73 projects
Last updated: 27 Apr 2024
awesome-few-shot-gnn
An index of algorithms for few-shot learning/meta-learning on graphs
few-shot-learning graph-neural-networks meta-learning
120 stars
15 forks
53 projects
Last updated: 24 Apr 2024
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
89 stars
7 forks
123 projects
Last updated: 22 Apr 2024
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
85 stars
6 forks
122 projects
Last updated: 04 May 2024
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
69 stars
7 forks
45 projects
Last updated: 03 May 2024
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
66 stars
5 forks
32 projects
Last updated: 05 Dec 2023
awesome-graph-self-supervised-learning-based-recommendation
A curated list of awesome graph & self-supervised-learning-based recommendation.
contrastive-learning deep-learning graph-based-recommendation graph-neural-networks knowledge-graph-for-recommendation machine-learning recommendation-system self-supervised-learning
46 stars
6 forks
58 projects
Last updated: 04 Jan 2024