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Fresh picks from ArXiv This week has GNN variants for various types of graphs, NP-completeness of MaxCut problem, and a survey on graph data management 🖥 GNN • Understanding the Message Passing in Graph Neural Networks via Power Iteration • Interpretable and Efficient Heterogeneous Graph Convolutional Network • Graph Neural Network for Hamiltonian-Based Material Property Prediction • Non-IID Graph Neural Networks • Hierarchical Fashion Graph Network for Personalized Outfit Recommendation • Non-Local Graph Neural Networks Graph Theory • Complexity of Maximum Cut on Interval Graphs • Planar Graphs that Need Four Pages Surveys • Benchmarking Graph Data Management and Processing Systems: A Survey