Graph Theory

Rethinking Kernel Methods for Node Representation Learning on Graphs NeurIPS 2019 Revisiting the Bethe-Hessian: Improved Community Detection in Sparse Heterogeneous Graphs NeurIPS 2019 Robust Estimation of Tree Structured Gaussian Graphical Models ICML 2019 Robustness of Spectral Methods for Community Detection COLT 2019 Sample Efficient Graph-Based Optimization with Noisy Observations AISTATS 2019 Scalable Gromov-Wasserstein Learning for Graph Partitioning and Matching NeurIPS 2019 Sliding Window Temporal Graph Coloring AAAI 2019 SMOGS: Social Network Metrics of Game Success AISTATS 2019 Solving the Satisfiability Problem of Modal Logic S5 Guided by Graph Coloring IJCAI 2019 Spectral Clustering in Heterogeneous Information Networks AAAI 2019 Spectral Clustering of Signed Graphs via Matrix Power Means ICML 2019 Spectral Modification of Graphs for Improved Spectral Clustering NeurIPS 2019 Stochastic Iterative Hard Thresholding for Graph-structured Sparsity Optimization ICML 2019 Structured Graph Learning Via Laplacian Spectral Constraints NeurIPS 2019 Structure Learning with Side Information: Sample Complexity NeurIPS 2019 Supervised User Ranking in Signed Social Networks AAAI 2019 Symmetrization for Embedding Directed Graphs AAAI 2019 Tensor Variable Elimination for Plated Factor Graphs ICML 2019 The Reduced PC-Algorithm: Improved Causal Structure Learning in Large Random Networks JMLR 2019 The SpectACl of Nonconvex Clustering: A Spectral Approach to Density-Based Clustering AAAI 2019 Tree Sampling Divergence: An Information-Theoretic Metric for Hierarchical Graph Clustering IJCAI 2019 Twitter Homophily: Network Based Prediction of User’s Occupation ACL 2019 Using Graphs for Word Embedding with Enhanced Semantic Relations EMNLP 2019 A COP Model for Graph-Constrained Coalition Formation (Extended Abstract) IJCAI 2018 A Degeneracy Framework for Graph Similarity IJCAI 2018