Combinatorial Optimization

Strategic Recommendation: Revenue Optimal Matching for Online Platforms (Student Abstract) AAAI 2024 Strategyproof Mechanisms for Group-Fair Obnoxious Facility Location Problems AAAI 2024 Submodular framework for structured-sparse optimal transport ICML 2024 Submodular information selection for hypothesis testing with misclassification penalties L4DC 2024 Submodular Minimax Optimization: Finding Effective Sets AISTATS 2024 Sum-max Submodular Bandits AISTATS 2024 SymILO: A Symmetry-Aware Learning Framework for Integer Linear Optimization NeurIPS 2024 Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More ICML 2024 Tackling Stackelberg Network Interdiction against a Boundedly Rational Adversary IJCAI 2024 The Complexity of Optimizing Atomic Congestion AAAI 2024 The Distortion of Threshold Approval Matching IJCAI 2024 Theoretical Aspects of Generating Instances with Unique Solutions: Pre-assignment Models for Unique Vertex Cover AAAI 2024 Threshold-Based Responsive Simulated Annealing for Directed Feedback Vertex Set Problem AAAI 2024 Towards a Framework for Learning of Algorithms: The Case of Learned Comparison Sorts IJCAI 2024 Towards a Theoretical Understanding of Why Local Search Works for Clustering with Fair-Center Representation AAAI 2024 Towards a Theory of Machine Learning on Graphs and its Applications in Combinatorial Optimization IJCAI 2024 Towards Efficient and Optimal Covariance-Adaptive Algorithms for Combinatorial Semi-Bandits NeurIPS 2024 Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferrable Local Policy IJCAI 2024 Towards Imitation Learning to Branch for MIP: A Hybrid Reinforcement Learning based Sample Augmentation Approach ICLR 2024 Towards Optimal Subsidy Bounds for Envy-Freeable Allocations AAAI 2024 Training Greedy Policy for Proposal Batch Selection in Expensive Multi-Objective Combinatorial Optimization ICML 2024 Tree-Averaging Algorithms for Ensemble-Based Unsupervised Discontinuous Constituency Parsing ACL 2024 Two-Sided Facility Location Games IJCAI 2024 UDC: A Unified Neural Divide-and-Conquer Framework for Large-Scale Combinatorial Optimization Problems NeurIPS 2024 Unified Projection-Free Algorithms for Adversarial DR-Submodular Optimization ICLR 2024