Post #212

Fresh picks from ArXiv While everyone is at ICML, there is a new batch of interesting fresh papers on GML: new SOTA on graph matching networks, speed-up for GPU computations of GNN, and applications to CV. GNN • Inverse Graph Identification: Can We Identify Node Labels Given Graph Labels? • Hierarchical Graph Matching Networks for Deep Graph Similarity Learning • NASGEM: Neural Architecture Search via Graph Embedding Method • Graph Convolutional Networks for Graphs Containing Missing Features • GE-SpMM: General-purpose Sparse Matrix-Matrix Multiplication on GPUs for Graph Neural Networks Applications • Generative Graph Perturbations for Scene Graph Prediction ICML OOL workshop • Sparse Graph to Sequence Learning for Vision Conditioned Long Textual Sequence Generation ICML workshop • Graph Factorization Machines for Cross-Domain Recommendation • Spatio-Temporal Scene Graphs for Video Dialog • A Generative Graph Method to Solve the Travelling Salesman Problem • Neural Subgraph Matching with Jure Leskovec • ASGN: An Active Semi-supervised Graph Neural Network for Molecular Property Prediction Survey • A Tutorial on Graph Theory for Brain Signal Analysis