Graph Theory

A Graph Theoretic Framework of Recomputation Algorithms for Memory-Efficient Backpropagation NeurIPS 2019 An Algorithm to Learn Polytree Networks with Hidden Nodes NeurIPS 2019 Analysis of spectral clustering algorithms for community detection: the general bipartite setting JMLR 2019 A New Approach to Laplacian Solvers and Flow Problems JMLR 2019 A Persistent Weisfeiler-Lehman Procedure for Graph Classification ICML 2019 A Refined Understanding of Cost-optimal Planning with Polytree Causal Graphs IJCAI 2019 A Similarity Measurement Method Based on Graph Kernel for Disconnected Graphs IJCAI 2019 A Unifying Framework for Spectrum-Preserving Graph Sparsification and Coarsening NeurIPS 2019 Bayesian Joint Spike-and-Slab Graphical Lasso ICML 2019 Belief Propagation Network for Hard Inductive Semi-Supervised Learning IJCAI 2019 Block Belief Propagation for Parameter Learning in Markov Random Fields AAAI 2019 Characterization and Learning of Causal Graphs with Latent Variables from Soft Interventions NeurIPS 2019 Clause Learning and New Bounds for Graph Coloring IJCAI 2019 Communication-Optimal Distributed Dynamic Graph Clustering AAAI 2019 Community Focusing: Yet Another Query-Dependent Community Detection AAAI 2019 Computational Intractability and Solvability for the Birds of a Feather Game AAAI 2019 Convergence of Gaussian Belief Propagation Under General Pairwise Factorization: Connecting Gaussian MRF with Pairwise Linear Gaussian Model JMLR 2019 Core Semantic First: A Top-down Approach for AMR Parsing EMNLP 2019 Counting and Sampling Markov Equivalent Directed Acyclic Graphs AAAI 2019 Counting the Optimal Solutions in Graphical Models NeurIPS 2019 Coverage Centrality Maximization in Undirected Networks AAAI 2019 Crawling the Community Structure of Multiplex Networks AAAI 2019 Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network ACL 2019 Deanonymizing Social Networks Using Structural Information IJCAI 2019 Deep Hierarchical Graph Convolution for Election Prediction from Geospatial Census Data AAAI 2019