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Combinatorial Optimization

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Papers

Tight Runtime Guarantees From Understanding the Population Dynamics of the GSEMO Multi-Objective Evolutionary Algorithm IJCAI 2025
Linear Trading Position with Sparse Spectrum IJCAI 2025
Large-Scale Trade-Off Curve Computation for Incentive Allocation with Cardinality and Matroid Constraints IJCAI 2025
EFX Feasible Scheduling for Time-dependent Resources IJCAI 2025
Towards Real-Time Approximate Counting AAAI 2025
Speedup Techniques for Switchable Temporal Plan Graph Optimization AAAI 2025
Fast T2T: Optimization Consistency Speeds Up Diffusion-Based Training-to-Testing Solving for Combinatorial Optimization NIPS 2024
Submodular Minimax Optimization: Finding Effective Sets AISTATS 2024
Informative Path Planning with Limited Adaptivity AISTATS 2024
UDC: A Unified Neural Divide-and-Conquer Framework for Large-Scale Combinatorial Optimization Problems NIPS 2024
Exploring the Power of Graph Neural Networks in Solving Linear Optimization Problems AISTATS 2024
Seeded Graph Matching for the Correlated Gaussian Wigner Model via the Projected Power Method JMLR 2024
Fairness in Submodular Maximization over a Matroid Constraint AISTATS 2024
Graph Partitioning with a Move Budget AISTATS 2024
Coalition Formation for Task Allocation Using Multiple Distance Metrics (Student Abstract) AAAI 2024
Paths, Proofs, and Perfection: Developing a Human-Interpretable Proof System for Constrained Shortest Paths AAAI 2024
Learning Encodings for Constructive Neural Combinatorial Optimization Needs to Regret AAAI 2024
Mixed Fair Division: A Survey AAAI 2024
Conversational Modeling for Constraint Satisfaction AAAI 2024
Individual Fairness under Group Fairness Constraints in Bipartite Matching - One Framework to Approximate Them All IJCAI 2024
Online Combinatorial Optimization with Group Fairness Constraints IJCAI 2024
Parameterized Approximation Algorithms for Sum of Radii Clustering and Variants AAAI 2024
FALCON: FLOP-Aware Combinatorial Optimization for Neural Network Pruning AISTATS 2024
Efficient Constrained K-center Clustering with Background Knowledge AAAI 2024
Optimistic Search: Change Point Estimation for Large-scale Data via Adaptive Logarithmic Queries JMLR 2024