Combinatorial Optimization

FairWASP: Fast and Optimal Fair Wasserstein Pre-processing AAAI 2024 FALCON: FLOP-Aware Combinatorial Optimization for Neural Network Pruning AISTATS 2024 Fast & Fair: A Collaborative Platform for Fair Division Applications AAAI 2024 Fast T2T: Optimization Consistency Speeds Up Diffusion-Based Training-to-Testing Solving for Combinatorial Optimization NeurIPS 2024 Federated Combinatorial Multi-Agent Multi-Armed Bandits ICML 2024 Feedback-Based Adaptive Crossover-Rate in Evolutionary Computation IJCAI 2024 Finding Increasingly Large Extremal Graphs with AlphaZero and Tabu Search IJCAI 2024 Fixed-Budget Real-Valued Combinatorial Pure Exploration of Multi-Armed Bandit AISTATS 2024 Fusing Conditional Submodular GAN and Programmatic Weak Supervision AAAI 2024 GaussianCut: Interactive segmentation via graph cut for 3D Gaussian Splatting NeurIPS 2024 GLOP: Learning Global Partition and Local Construction for Solving Large-Scale Routing Problems in Real-Time AAAI 2024 Graph Partitioning with a Move Budget AISTATS 2024 Guidance Graph Optimization for Lifelong Multi-Agent Path Finding IJCAI 2024 Harnessing Multiple Correlated Networks for Exact Community Recovery NeurIPS 2024 Hierarchical Decompositions and Termination Analysis for Generalized Planning (Abstract Reprint) IJCAI 2024 High-dimensional Linear Bandits with Knapsacks ICML 2024 How to Make Knockout Tournaments More Popular? AAAI 2024 ILP-FORMER: Solving Integer Linear Programming with Sequence to Multi-Label Learning UAI 2024 Improved Approximation Algorithms for Capacitated Location Routing IJCAI 2024 Improved Approximation of Weighted MMS Fairness for Indivisible Chores IJCAI 2024 Improved Bandits in Many-to-One Matching Markets with Incentive Compatibility AAAI 2024 Improved Encodings of Acyclicity for Translating Answer Set Programming into Integer Programming IJCAI 2024 Improved Evolutionary Algorithms for Submodular Maximization with Cost Constraints IJCAI 2024 Improved Guarantees for Fully Dynamic k-Center Clustering with Outliers in General Metric Spaces NeurIPS 2024 Improved Parallel Algorithm for Non-Monotone Submodular Maximization under Knapsack Constraint IJCAI 2024