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Fresh picks from ArXiv This week on ArXiV is a new library for KG embeddings, a version of batch norm for graphs, and a survey on SVD decompositions 🎙 GNN • TorchKGE: Knowledge Graph Embedding in Python and PyTorch • Heterogeneous Graph Neural Network for Recommendation • FairGNN: Eliminating the Discrimination in Graph Neural Networks with Limited Sensitive Attribute Information Scaling • GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training • Rethinking Graph Regularization For Graph Neural Networks • Lifelong Graph Learning Survey • A Survey of Singular Value Decomposition Methods for Distributed Tall/Skinny Data