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Graph Theory

1375 directly classified papers

Papers per year

Papers

Causal Inference with Non-IID Data using Linear Graphical Models NIPS 2022
Graph Scattering beyond Wavelet Shackles NIPS 2022
An iterative clustering algorithm for the Contextual Stochastic Block Model with optimality guarantees ICML 2022
Maximum Common Subgraph Guided Graph Retrieval: Late and Early Interaction Networks NIPS 2022
Fixation Maximization in the Positional Moran Process AAAI 2022
The Power of the Weisfeiler-Leman Algorithm for Machine Learning with Graphs IJCAI 2021
Dynamic Rebalancing Dockless Bike-Sharing System based on Station Community Discovery IJCAI 2021
Generalized Kings and Single-Elimination Winners in Random Tournaments IJCAI 2021
Overcoming the curse of dimensionality with Laplacian regularization in semi-supervised learning NIPS 2021
On the Estimation of Network Complexity: Dimension of Graphons JMLR 2021
Statistical guarantees for local graph clustering JMLR 2021
Inference for Multiple Heterogeneous Networks with a Common Invariant Subspace JMLR 2021
Strong Consistency, Graph Laplacians, and the Stochastic Block Model JMLR 2021
Determining the Number of Communities in Degree-corrected Stochastic Block Models JMLR 2021
Streaming Belief Propagation for Community Detection NIPS 2021
Modeling the Evolution of Word Senses with Force-Directed Layouts of Co-occurrence Networks IJCNLP 2021
Spectral Planting and the Hardness of Refuting Cuts, Colorability, and Communities in Random Graphs COLT 2021
Improved Guarantees for Offline Stochastic Matching via new Ordered Contention Resolution Schemes NIPS 2021
Keyword-Based Knowledge Graph Exploration Based on Quadratic Group Steiner Trees IJCAI 2021
Randomized Algorithms for Submodular Function Maximization with a $k$-System Constraint ICML 2021
Graphical Models in Heavy-Tailed Markets NIPS 2021
Directed Probabilistic Watershed NIPS 2021
The Match-Extend serialization algorithm in Multiprecedence ACL 2021
Estimating the Number of Induced Subgraphs from Incomplete Data and Neighborhood Queries AAAI 2021
Graph Matching and Graph Rewriting: GREW tools for corpus exploration, maintenance and conversion EACL 2021