Post #520

Fresh picks from ArXiv This week on ArXiv: equivariant GNNs to new groups, new metrics for graph similarity, and parsing emotions with GNNs 😢‍ If I forgot to mention your paper, please shoot me a message and I will update the post. GNNs * How Attentive are Graph Attention Networks? * Symmetry-driven graph neural networks * Graph Similarity Description: How Are These Graphs Similar? KDD 2021 * SLGCN: Structure Learning Graph Convolutional Networks for Graphs under Heterophily * Linguistic Structures as Weak Supervision for Visual Scene Graph Generation CVPR 2021 * Directed Acyclic Graph Network for Conversational Emotion Recognition ACL 2021 * On the Universality of Graph Neural Networks on Large Random Graphs * Differentially Private Densest Subgraph Detection ICML 2021 Survey * Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and Future *A Comprehensive Survey on Community Detection with Deep Learning * A Survey of the Bridge Between Combinatorics and Probability