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New research benchmarks and methods advance Graph Neural Network evaluation and design

Several recent arXiv papers explore advancements and challenges in Graph Neural Networks (GNNs). Research includes methods for verifying GNN ownership and detecting copycat models, as well as developing unified benchmar…