Graph Theory

Supervised User Ranking in Signed Social Networks AAAI 2019 Bipartite Stochastic Block Models with Tiny Clusters NeurIPS 2018 Clustering Uncertain Graphs with Node Attributes ACML 2018 Efficient Pruning of Large Knowledge Graphs IJCAI 2018 Found Graph Data and Planted Vertex Covers NeurIPS 2018 Generalizing Graph Matching beyond Quadratic Assignment Model NeurIPS 2018 Information-theoretic Limits for Community Detection in Network Models NeurIPS 2018 (Probably) Concave Graph Matching NeurIPS 2018 Alternating Direction Graph Matching CVPR 2017 Graph Matching via Multiplicative Update Algorithm NeurIPS 2017 Hunt For The Unique, Stable, Sparse And Fast Feature Learning On Graphs NeurIPS 2017 Inhomogeneous Hypergraph Clustering with Applications NeurIPS 2017 Learning A Structured Optimal Bipartite Graph for Co-Clustering NeurIPS 2017 Learning the Network Structure of Heterogeneous Data via Pairwise Exponential Markov Random Fields AISTATS 2017 Translation Synchronization via Truncated Least Squares NeurIPS 2017 Clustering Signed Networks with the Geometric Mean of Laplacians NeurIPS 2016 Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering NeurIPS 2016 Exploiting Tradeoffs for Exact Recovery in Heterogeneous Stochastic Block Models NeurIPS 2016 Improved Error Bounds for Tree Representations of Metric Spaces NeurIPS 2016 Joint M-Best-Diverse Labelings as a Parametric Submodular Minimization NeurIPS 2016 Kinematic Structure Correspondences via Hypergraph Matching CVPR 2016 Normalized Spectral Map Synchronization NeurIPS 2016 On Valid Optimal Assignment Kernels and Applications to Graph Classification NeurIPS 2016 Tensor Power Iteration for Multi-Graph Matching CVPR 2016 The Product Cut NeurIPS 2016