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Fresh picks from ArXiv This week on ArXiv: equivalence of graph matching and GED, hyperbolic GNNs, and de-anon of blockchain 💲 If I forgot to mention your paper, please shoot me a message and I will update the post. GNNs * Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks with Philip S. Yu * Higher-Order Attribute-Enhancing Heterogeneous Graph Neural Networks with Philip S. Yu * Generative Causal Explanations for Graph Neural Networks * DistGNN: Scalable Distributed Training for Large-Scale Graph Neural Networks * Identity Inference on Blockchain using Graph Neural Network Conferences * MEG: Generating Molecular Counterfactual Explanations for Deep Graph Networks IJCNN 2021 * FedGraphNN: A Federated Learning System and Benchmark for Graph Neural Networks MLSys Workshop 2021 * Search to aggregate neighborhood for graph neural network ICDE 2021 Hyperbolic * A Hyperbolic-to-Hyperbolic Graph Convolutional Network * Lorentzian Graph Convolutional Networks Math * On the unification of the graph edit distance and graph matching problems