Graph Theory

DynaSemble: Dynamic Ensembling of Textual and Structure-Based Models for Knowledge Graph Completion ACL 2024 Effective Federated Graph Matching ICML 2024 Efficient Algorithms for Attributed Graph Alignment with Vanishing Edge Correlation Extended Abstract COLT 2024 Efficient Correlated Subgraph Searches for AI-powered Drug Discovery IJCAI 2024 Efficient Graph Laplacian Estimation by Proximal Newton AISTATS 2024 Efficient Streaming Algorithms for Graphlet Sampling NeurIPS 2024 Encoding Constraints as Binary Constraint Networks Satisfying BTP AAAI 2024 Equivalence between Graph Spectral Clustering and Column Subset Selection (Student Abstract) AAAI 2024 Estimating On-Road Transportation Carbon Emissions from Open Data of Road Network and Origin-Destination Flow Data AAAI 2024 Estimation of partially known Gaussian graphical models with score-based structural priors AISTATS 2024 Even Sparser Graph Transformers NeurIPS 2024 Evidence Estimation in Gaussian Graphical Models Using a Telescoping Block Decomposition of the Precision Matrix JMLR 2024 Exactly Solving Minimum Dominating Set and Its Generalization IJCAI 2024 Exploration of the Search Space of Gaussian Graphical Models for Paired Data JMLR 2024 Extracting the Multiscale Causal Backbone of Brain Dynamics CLeaR 2024 Faithful graphical representations of local independence AISTATS 2024 Faster Spectral Density Estimation and Sparsification in the Nuclear Norm (Extended Abstract) COLT 2024 Faster Streaming and Scalable Algorithms for Finding Directed Dense Subgraphs in Large Graphs ICML 2024 FastMAC: Stochastic Spectral Sampling of Correspondence Graph CVPR 2024 Fast Tree-Field Integrators: From Low Displacement Rank to Topological Transformers NeurIPS 2024 FedCompetitors: Harmonious Collaboration in Federated Learning with Competing Participants AAAI 2024 Finding Super-spreaders in Network Cascades COLT 2024 FUGAL: Feature-fortified Unrestricted Graph Alignment NeurIPS 2024 Functional Directed Acyclic Graphs JMLR 2024 Functional Graphical Models: Structure Enables Offline Data-Driven Optimization AISTATS 2024