awesome-gnn-research

github.com/xkli-allen/awesome-gnn-research ↗

My future research

412

GitHub Stars

120

Curated Resources

Categories

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Graph EmbeddingLinear-model based Graph Neural NetworksSampling based Graph Neural NetworksModel Compression and QuantificationEfficient Architecture and ParadigmGraph Data AugmentationImbalance Graph Neural NetworksPersonalized and Heterogeneous Federated Learning in CV or NLPTheoretical Analysis of Federated Learning in CV or NLPCV or NLP Model Compression and Quantification in Federated LearningTransfer Federated Graph Learning and Graph Structure Federated LearningIntra-Graph Horizontal Federated LearningInter-Graph Horizontal Federated LearningVertical Federal Learning

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What's inside

Vertical Federal Learning

Linear-model based Graph Neural Networks

Sampling based Graph Neural Networks

Model Compression and Quantification

Efficient Architecture and Paradigm

Graph Data Augmentation

Imbalance Graph Neural Networks

Personalized and Heterogeneous Federated Learning in CV or NLP

Showing a sample of 120 resources. View the full list on GitHub →