Graph Theory

Constructing a Chain Event Graph from a Staged Tree PGM 2020 Contra: A Programmable System for Performance-aware Routing NSDI 2020 Convergence and Stability of Graph Convolutional Networks on Large Random Graphs NeurIPS 2020 Convexity of b-matching Games IJCAI 2020 Conv-MPN: Convolutional Message Passing Neural Network for Structured Outdoor Architecture Reconstruction CVPR 2020 COPT: Coordinated Optimal Transport on Graphs NeurIPS 2020 Dense Correspondences between Human Bodies via Learning Transformation Synchronization on Graphs NeurIPS 2020 Digraph Inception Convolutional Networks NeurIPS 2020 Discovering conflicting groups in signed networks NeurIPS 2020 Dual Formulation of the Chordal Graph Conjecture PGM 2020 Dynamic Graph Representation for Occlusion Handling in Biometrics AAAI 2020 Efficient Community Search over Large Directed Graph: An Augmented Index-based Approach IJCAI 2020 Efficient Learning of Discrete Graphical Models NeurIPS 2020 Embedding Conjugate Gradient in Learning Random Walks for Landscape Connectivity Modeling in Conservation IJCAI 2020 Enumerating Maximal k-Plexes with Worst-Case Time Guarantee AAAI 2020 Exploiting Mutual Information for Substructure-aware Graph Representation Learning IJCAI 2020 Factor Graph Grammars NeurIPS 2020 Factor Graph Neural Networks NeurIPS 2020 Faster algorithms for Markov equivalence UAI 2020 Faster Graph Embeddings via Coarsening ICML 2020 Fiedler Regularization: Learning Neural Networks with Graph Sparsity ICML 2020 Finding Friends and Flipping Frenemies: Automatic Paraphrase Dataset Augmentation Using Graph Theory EMNLP 2020 Finding Minimum-Weight Link-Disjoint Paths with a Few Common Nodes AAAI 2020 Fractal Gaussian Networks: A sparse random graph model based on Gaussian Multiplicative Chaos ICML 2020 From tree matching to sparse graph alignment COLT 2020