Combinatorial Optimization

ProteinInvBench: Benchmarking Protein Inverse Folding on Diverse Tasks, Models, and Metrics NeurIPS 2023 Random Assignment of Indivisible Goods under Constraints IJCAI 2023 Randomized Greedy Learning for Non-monotone Stochastic Submodular Maximization Under Full-bandit Feedback AISTATS 2023 Recent Developments in Data-Driven Algorithms for Discrete Optimization AAAI 2023 Recipe2Video: Synthesizing Personalized Videos From Recipe Texts WACV 2023 Reconstructing an Epidemic Outbreak Using Steiner Connectivity AAAI 2023 Reconstructing Ultrametric Trees from Noisy Experiments ALT 2023 Reinforcement Learning for Branch-and-Bound Optimisation Using Retrospective Trajectories AAAI 2023 Reinforcement Learning for Solving Stochastic Vehicle Routing Problem ACML 2023 Representation with Incomplete Votes AAAI 2023 Resource Sharing through Multi-Round Matchings AAAI 2023 Rethinking Warm-Starts with Predictions: Learning Predictions Close to Sets of Optimal Solutions for Faster $\text{L}$-/$\text{L}^\natural$-Convex Function Minimization ICML 2023 Revisiting Area Convexity: Faster Box-Simplex Games and Spectrahedral Generalizations NeurIPS 2023 Revisiting Sampling for Combinatorial Optimization ICML 2023 Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways (Extended Abstract) IJCAI 2023 Rigorous Runtime Analysis of MOEA/D for Solving Multi-Objective Minimum Weight Base Problems NeurIPS 2023 Robust Sequence Networked Submodular Maximization AAAI 2023 Rolling Horizon Based Temporal Decomposition for the Offline Pickup and Delivery Problem with Time Windows AAAI 2023 Safe Interval Path Planning with Kinodynamic Constraints AAAI 2023 SAT Encodings for Pseudo-Boolean Constraints Together With At-Most-One Constraints (Extended Abstract) IJCAI 2023 Scalable and Globally Optimal Generalized L₁ K-center Clustering via Constraint Generation in Mixed Integer Linear Programming AAAI 2023 Scalable Bicriteria Algorithms for Non-Monotone Submodular Cover AISTATS 2023 Scalable Fair Influence Maximization NeurIPS 2023 Scalable Optimal Multiway-Split Decision Trees with Constraints AAAI 2023 Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning ICML 2023