SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism (WWW 2021)
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Updated
Mar 30, 2021 - Python
SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism (WWW 2021)
Official implementation of "NESS: Node Embeddings from Static Subgraphs"
The library for working with graphs
Understanding and Extending Subgraph GNNs by Rethinking their Symmetries (NeurIPS 2022 Oral)
Equivariant Subgraph Aggregation Networks (ICLR 2022 Spotlight)
[Bioinformatics 2021] This is the repo for the paper `SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summarization'.
Graph Sampling is a python package containing various approaches which samples the original graph according to different sample sizes.
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