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@graphml

Graph Machine Learning

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Publié9 févr.09/02/2021 09:00
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Fresh picks from ArXiv This week on ArXiv: link prediction in KGs, unsupervised embedding library, and reconstruction conjecture for up to 13 vertices 💡 Conferences * Exploring the Subgraph Density-Size Trade-off via the Lovász Extension WSDM 2021 * Effective and Scalable Clustering on Massive Attributed Graphs WebConf 2021 GNN * Enhance Information Propagation for Graph Neural Network by Heterogeneous Aggregations * CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks Applications * Exploring the Limits of Few-Shot Link Prediction in Knowledge Graphs with William L. Hamilton * GNN-RL Compression: Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning Software * Cleora: A Simple, Strong and Scalable Graph Embedding Scheme Math * Reconstruction of small graphs and tournaments