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Combinatorial Optimization

2,409 papers

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Papers

Efficient Constraint Generation for Stochastic Shortest Path Problems AAAI 2024
Equity-Transformer: Solving NP-Hard Min-Max Routing Problems as Sequential Generation with Equity Context AAAI 2024
Distilling Autoregressive Models to Obtain High-Performance Non-autoregressive Solvers for Vehicle Routing Problems with Faster Inference Speed AAAI 2024
GLOP: Learning Global Partition and Local Construction for Solving Large-Scale Routing Problems in Real-Time AAAI 2024
Pandora’s Problem with Deadlines AAAI 2024
Model Counting and Sampling via Semiring Extensions AAAI 2024
Solving Satisfiability Modulo Counting for Symbolic and Statistical AI Integration with Provable Guarantees AAAI 2024
DOGE-Train: Discrete Optimization on GPU with End-to-End Training AAAI 2024
Delegation-Relegation for Boolean Matrix Factorization AAAI 2024
Parameterized Approximation Algorithms for Sum of Radii Clustering and Variants AAAI 2024
Efficient Constrained K-center Clustering with Background Knowledge AAAI 2024
Limited Query Graph Connectivity Test AAAI 2024
Theoretical Aspects of Generating Instances with Unique Solutions: Pre-assignment Models for Unique Vertex Cover AAAI 2024
KD-Club: An Efficient Exact Algorithm with New Coloring-Based Upper Bound for the Maximum k-Defective Clique Problem AAAI 2024
Parallel Beam Search Algorithms for Domain-Independent Dynamic Programming AAAI 2024
Rectangle Search: An Anytime Beam Search AAAI 2024
A Fast Exact Solver with Theoretical Analysis for the Maximum Edge-Weighted Clique Problem AAAI 2024
Accelerating Cutting-Plane Algorithms via Reinforcement Learning Surrogates 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
COMBHelper: A Neural Approach to Reduce Search Space for Graph Combinatorial Problems AAAI 2024
Threshold-Based Responsive Simulated Annealing for Directed Feedback Vertex Set Problem AAAI 2024
Promoting Fair Vaccination Strategies through Influence Maximization: A Case Study on COVID-19 Spread AAAI 2024
Stable Matchings in Practice: A Constraint Programming Approach AAAI 2024
Conversational Modeling for Constraint Satisfaction AAAI 2024