Combinatorial Optimization

Controlling Continuous Relaxation for Combinatorial Optimization NeurIPS 2024 Conversational Modeling for Constraint Satisfaction AAAI 2024 Cost Minimization for Equilibrium Transition AAAI 2024 Couples Can Be Tractable: New Algorithms and Hardness Results for the Hospitals/Residents Problem with Couples IJCAI 2024 CURSOR: Scalable Mixed-Order Hypergraph Matching with CUR Decomposition CVPR 2024 DataSP: A Differential All-to-All Shortest Path Algorithm for Learning Costs and Predicting Paths with Context UAI 2024 Decomposable Submodular Maximization in Federated Setting ICML 2024 Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling ICLR 2024 Deep Submodular Peripteral Networks NeurIPS 2024 Delegation-Relegation for Boolean Matrix Factorization AAAI 2024 Deletion-Robust Submodular Maximization with Knapsack Constraints AAAI 2024 Deploying Mobility-On-Demand for All by Optimizing Paratransit Services IJCAI 2024 Differentiable Combinatorial Scheduling at Scale ICML 2024 Differentiable Distributionally Robust Optimization Layers ICML 2024 Discretely beyond $1/e$: Guided Combinatorial Algortihms for Submodular Maximization NeurIPS 2024 Distilling Autoregressive Models to Obtain High-Performance Non-autoregressive Solvers for Vehicle Routing Problems with Faster Inference Speed AAAI 2024 DOGE-Train: Discrete Optimization on GPU with End-to-End Training AAAI 2024 DQSSA: A Quantum-Inspired Solution for Maximizing Influence in Online Social Networks (Student Abstract) AAAI 2024 Dynamic Anisotropic Smoothing for Noisy Derivative-Free Optimization ICML 2024 Dynamic Correlation Clustering in Sublinear Update Time ICML 2024 Dynamic Neighborhood Construction for Structured Large Discrete Action Spaces ICLR 2024 Efficient Φ-Regret Minimization with Low-Degree Swap Deviations in Extensive-Form Games NeurIPS 2024 Efficient Combinatorial Optimization via Heat Diffusion NeurIPS 2024 Efficient Constrained K-center Clustering with Background Knowledge AAAI 2024 Efficient Constraint Generation for Stochastic Shortest Path Problems AAAI 2024