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Fresh picks from ArXiv This week presents a new challenge on the computing of triangles, connection between graphs and prime numbers, and as usual submissions to ICML 📕 Survey • Pre-trained Models for Natural Language Processing: A Survey • Survey of Privacy-Preserving Collaborative Filtering WebConf 20 • What is Normal, What is Strange, and What is Missing in a Knowledge Graph: Unified Characterization via Inductive Summarization ICML 20 • Scattering GCN: Overcoming Oversmoothness in Graph Convolutional Networks • Probabilistic Dual Network Architecture Search on Graphs Applications • GFTE: Graph-based Financial Table Extraction • GraphChallenge.org Triangle Counting Performance Graph Theory • Classification of vertex-transitive digraphs via automorphism group • A Graph Theoretic Formula for the Number of Primes π(n) • Large cycles in essentially 4-connected graphs • Countable graphs are majority 3-choosable