Graph Theory

Graph Clustering Methods Derived from Column Subset Selection (Student Abstract) AAAI 2024 Graph Edit Distance with General Costs Using Neural Set Divergence NeurIPS 2024 Graph fission and cross-validation AISTATS 2024 Graph Learning in 4D: A Quaternion-Valued Laplacian to Enhance Spectral GCNs AAAI 2024 Graphon Mean Field Games with a Representative Player: Analysis and Learning Algorithm ICML 2024 Graph Partitioning with a Move Budget AISTATS 2024 Graph-Triggered Rising Bandits ICML 2024 Harnessing Multiple Correlated Networks for Exact Community Recovery NeurIPS 2024 Hierarchical Decompositions and Termination Analysis for Generalized Planning (Abstract Reprint) IJCAI 2024 Hypergraph Joint Representation Learning for Hypervertices and Hyperedges via Cross Expansion AAAI 2024 Improved Anonymous Multi-Agent Path Finding Algorithm AAAI 2024 Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm ICML 2024 Improving IP Geolocation With Target-Centric IP Graph (Student Abstract) AAAI 2024 Inconsistency of Cross-Validation for Structure Learning in Gaussian Graphical Models AISTATS 2024 Individual-centered Partial Information in Social Networks JMLR 2024 Individual Fairness in Graph Decomposition ICML 2024 Information-Theoretic Thresholds for the Alignments of Partially Correlated Graphs COLT 2024 Iterative Methods via Locally Evolving Set Process NeurIPS 2024 KD-Club: An Efficient Exact Algorithm with New Coloring-Based Upper Bound for the Maximum k-Defective Clique Problem AAAI 2024 Learning-Based Algorithms for Graph Searching Problems AISTATS 2024 Learning Cartesian Product Graphs with Laplacian Constraints AISTATS 2024 Learning Spanning Forests Optimally in Weighted Undirected Graphs with CUT queries ALT 2024 Learning the Topology and Behavior of Discrete Dynamical Systems AAAI 2024 Local-consistent Transformation Learning for Rotation-invariant Point Cloud Analysis CVPR 2024 Locally Rainbow Paths AAAI 2024