Combinatorial Optimization

GFPack++: Attention-Driven Gradient Fields for Optimizing 2D Irregular Packing ICCV 2025 Hierarchical Overlapping Clustering on Graphs: Cost Function, Algorithm and Scalability ICML 2025 High-Dimensional Prediction for Sequential Decision Making ICML 2025 High School Course Scheduling: Student Preferences and Fairness Constraints (Student Abstract) AAAI 2025 How Many Lines to Paint the City: Exact Edge-Cover in Temporal Graphs AAAI 2025 How to Resolve Envy by Adding Goods IJCAI 2025 Hyperparametric Robust and Dynamic Influence Maximization AAAI 2025 Improved Approximation Algorithms for k-Submodular Maximization via Multilinear Extension ICLR 2025 Improved Approximation Algorithms for Clustered TSP and Subgroup Planning AAAI 2025 Improved Bounds for Online Facility Location with Predictions AAAI 2025 Improved Fixed-Parameter Bounds for Min-Sum-Radii and Diameters k-Clustering and Their Fair Variants AAAI 2025 Improved Rank Aggregation Under Fairness Constraint IJCAI 2025 Improving Community-Participated Patrol for Anti-Poaching AAAI 2025 Improving the Lower Bound in Branch-and-Bound Algorithms for MaxSAT AAAI 2025 Inapproximability of Optimal Multi-Agent Pathfinding Problems AAAI 2025 Increasing Revenue in Efficient Combinatorial Auctions by Learning to Generate Artificial Competition AAAI 2025 InfVC: An Inference-Enhanced Local Search Algorithm for the Minimum Vertex Cover Problem in Massive Graphs IJCAI 2025 Interval Selection with Binary Predictions IJCAI 2025 It’s My Data Too: Private ML for Datasets with Multi-User Training Examples ICML 2025 Large-Scale Trade-Off Curve Computation for Incentive Allocation with Cardinality and Matroid Constraints IJCAI 2025 Learn2Aggregate: Supervised Generation of Chvatal-Gomory Cuts Using Graph Neural Networks AAAI 2025 Learning Optimal Oblique Decision Trees with (Max)SAT IJCAI 2025 Learning Partitions with Optimal Query and Round Complexities COLT 2025 Learning to Explore and Exploit with GNNs for Unsupervised Combinatorial Optimization ICLR 2025 Learn to Vaccinate: Combining Structure Learning and Effective Vaccination for Epidemic and Outbreak Control ICML 2025