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Fresh picks from ArXiv This week on ArXiv: optimization properties of GNNs, review on sample-based approaches, and time zigzags for Ethereum price prediction 💰 If I forgot to mention your paper, please shoot me a message and I will update the post. Conferences *Unsupervised Cross-Domain Prerequisite Chain Learning using Variational Graph Autoencoders ACL 2021 * Neural Graph Matching based Collaborative Filtering SIGIR 2021 * Z-GCNETs: Time Zigzags at Graph Convolutional Networks for Time Series Forecasting ICML 2021 * Optimization of Graph Neural Networks: Implicit Acceleration by Skip Connections and More Depth ICML 2021 Efficiency * Scalable Graph Neural Network Training: The Case for Sampling * VersaGNN: a Versatile accelerator for Graph neural networks