Browse State-of-the-Art › Combinatorial Optimization › Papers, page 6
Combinatorial Optimization
Papers archive 2025-07-28
archive papers tagged: 1,277 · with a code link: 401 · where Syntology ran a sample: 122 (105 with a run with no instrument failure, 17 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (122 of 1,277 tagged: 105 with a run with no instrument failure, 17 where every run was a failure of Syntology's instrument)
Page 6 of 13: papers 501 to 600 of 1,277, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Investigating layer-selective transfer learning of QAOA parameters for Max-Cut problem30 Dec 2024 0 repositories listed
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Scalable Quantum-Inspired Optimization through Dynamic Qubit Compression24 Dec 2024 0 repositories listed
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On Enhancing Network Throughput using Reinforcement Learning in Sliced Testbeds21 Dec 2024 0 repositories listed
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Concept Learning in the Wild: Towards Algorithmic Understanding of Neural Networks15 Dec 2024 0 repositories listed
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Brain-inspired Chaotic Graph Backpropagation for Large-scale Combinatorial Optimization13 Dec 2024 0 repositories listed
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Scaling Combinatorial Optimization Neural Improvement Heuristics with Online Search and Adaptation13 Dec 2024 0 repositories listed
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SizeGS: Size-aware Compression of 3D Gaussians with Hierarchical Mixed Precision Quantization8 Dec 2024 0 repositories listed
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XKV: Personalized KV Cache Memory Reduction for Long-Context LLM Inference8 Dec 2024 0 repositories listed
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LIAR: Leveraging Alignment (Best-of-N) to Jailbreak LLMs in Seconds6 Dec 2024 0 repositories listed
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CaDA: Cross-Problem Routing Solver with Constraint-Aware Dual-Attention30 Nov 2024 0 repositories listed
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Scalable iterative pruning of large language and vision models using block coordinate descent26 Nov 2024 0 repositories listed
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Large Language Models for Combinatorial Optimization of Design Structure Matrix19 Nov 2024 0 repositories listed
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Design And Optimization Of Multi-rendezvous Manoeuvres Based On Reinforcement Learning And Convex Optimization18 Nov 2024 0 repositories listed
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Liner Shipping Network Design with Reinforcement Learning13 Nov 2024 0 repositories listed
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MBL-CPDP: A Multi-objective Bilevel Method for Cross-Project Defect Prediction via Automated Machine Learning10 Nov 2024 0 repositories listed
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Neuro-Symbolic Rule Lists10 Nov 2024 0 repositories listed
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Learn to Solve Vehicle Routing Problems ASAP: A Neural Optimization Approach for Time-Constrained Vehicle Routing Problems with Finite Vehicle Fleet7 Nov 2024 0 repositories listed
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A Random-Key Optimizer for Combinatorial Optimization6 Nov 2024 0 repositories listed
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Assessing and Enhancing Graph Neural Networks for Combinatorial Optimization: Novel Approaches and Application in Maximum Independent Set Problems6 Nov 2024 0 repositories listed
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Neural Networks and (Virtual) Extended Formulations5 Nov 2024 0 repositories listed
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Deep memetic models for combinatorial optimization problems: application to the tool switching problem4 Nov 2024 0 repositories listed
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Towards Geometry-Preserving Reductions Between Constraint Satisfaction Problems (and other problems in NP)31 Oct 2024 0 repositories listed
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Multi-IRS Enhanced Wireless Coverage: Deployment Optimization Based on Large-Scale Channel Knowledge26 Oct 2024 0 repositories listed
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Theoretically Grounded Pruning of Large Ground Sets for Constrained, Discrete Optimization23 Oct 2024 0 repositories listed
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Permutation Picture of Graph Combinatorial Optimization Problems22 Oct 2024 0 repositories listed
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Offline reinforcement learning for job-shop scheduling problems21 Oct 2024 0 repositories listed
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Enhancing In-vehicle Multiple Object Tracking Systems with Embeddable Ising Machines18 Oct 2024 0 repositories listed
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Selection of Filters for Photonic Crystal Spectrometer Using Domain-Aware Evolutionary Algorithms17 Oct 2024 0 repositories listed
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Initialization Method for Factorization Machine Based on Low-Rank Approximation for Constructing a Corrected Approximate Ising Model16 Oct 2024 0 repositories listed
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Unsupervised Training of Diffusion Models for Feasible Solution Generation in Neural Combinatorial Optimization15 Oct 2024 0 repositories listed
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D-Wave's Nonlinear-Program Hybrid Solver: Description and Performance Analysis10 Oct 2024 0 repositories listed
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Balancing Pareto Front exploration of Non-dominated Tournament Genetic Algorithm (B-NTGA) in solving multi-objective NP-hard problems with constraints8 Oct 2024 0 repositories listed
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Rethinking Selection in Generational Genetic Algorithms to Solve Combinatorial Optimization Problems: An Upper Bound-based Parent Selection Strategy for Recombination4 Oct 2024 0 repositories listed
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CreDes: Causal Reasoning Enhancement and Dual-End Searching for Solving Long-Range Reasoning Problems using LLMs2 Oct 2024 0 repositories listed
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A 2-approximation algorithm for the softwired parsimony problem on binary, tree-child phylogenetic networks26 Sep 2024 0 repositories listed
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Multi-objective Evolution of Heuristic Using Large Language Model25 Sep 2024 0 repositories listed
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Quantum evolutionary algorithm for TSP combinatorial optimisation problem20 Sep 2024 0 repositories listed
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Extended Deep Submodular Functions18 Sep 2024 0 repositories listed
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Machine Learning and Constraint Programming for Efficient Healthcare Scheduling11 Sep 2024 0 repositories listed
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Deep Generative Model for Mechanical System Configuration Design9 Sep 2024 0 repositories listed
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Large-scale Urban Facility Location Selection with Knowledge-informed Reinforcement Learning3 Sep 2024 0 repositories listed
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Bridging Large Language Models and Optimization: A Unified Framework for Text-attributed Combinatorial Optimization22 Aug 2024 0 repositories listed
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An End-to-End Reinforcement Learning Based Approach for Micro-View Order-Dispatching in Ride-Hailing20 Aug 2024 0 repositories listed
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GRLinQ: An Intelligent Spectrum Sharing Mechanism for Device-to-Device Communications with Graph Reinforcement Learning18 Aug 2024 0 repositories listed
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Twin Sorting Dynamic Programming Assisted User Association and Wireless Bandwidth Allocation for Hierarchical Federated Learning17 Aug 2024 0 repositories listed
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Robust Estimation of Regression Models with Potentially Endogenous Outliers via a Modern Optimization Lens7 Aug 2024 0 repositories listed
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Cool-Fusion: Fuse Large Language Models without Training29 Jul 2024 0 repositories listed
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Modeling Local Search Metaheuristics Using Markov Decision Processes29 Jul 2024 0 repositories listed
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Generalization Bounds of Surrogate Policies for Combinatorial Optimization Problems24 Jul 2024 0 repositories listed
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Enhancing GNNs Performance on Combinatorial Optimization by Recurrent Feature Update23 Jul 2024 0 repositories listed
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Generalizing and Unifying Gray-box Combinatorial Optimization Operators9 Jul 2024 0 repositories listed
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VRSD: Rethinking Similarity and Diversity for Retrieval in Large Language Models5 Jul 2024 0 repositories listed
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DISCO: Efficient Diffusion Solver for Large-Scale Combinatorial Optimization Problems28 Jun 2024 0 repositories listed
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Beyond Statistical Estimation: Differentially Private Individual Computation via Shuffling26 Jun 2024 0 repositories listed
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Link Prediction with Untrained Message Passing Layers24 Jun 2024 0 repositories listed
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Graph Neural Networks for Job Shop Scheduling Problems: A Survey20 Jun 2024 0 repositories listed
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Learning to Retrieve Iteratively for In-Context Learning20 Jun 2024 0 repositories listed
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A Unified Framework for Combinatorial Optimization Based on Graph Neural Networks19 Jun 2024 0 repositories listed
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Archive-based Single-Objective Evolutionary Algorithms for Submodular Optimization19 Jun 2024 0 repositories listed
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Combinatorial Reasoning: Selecting Reasons in Generative AI Pipelines via Combinatorial Optimization19 Jun 2024 0 repositories listed
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DCILP: A Distributed Approach for Large-Scale Causal Structure Learning15 Jun 2024 0 repositories listed
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Intertwining CP and NLP: The Generation of Unreasonably Constrained Sentences15 Jun 2024 0 repositories listed
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A topological analysis of the space of recipes12 Jun 2024 0 repositories listed
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CHARME: A chain-based reinforcement learning approach for the minor embedding problem11 Jun 2024 0 repositories listed
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Distributed Combinatorial Optimization of Downlink User Assignment in mmWave Cell-free Massive MIMO Using Graph Neural Networks9 Jun 2024 0 repositories listed
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GFPack++: Improving 2D Irregular Packing by Learning Gradient Field with Attention9 Jun 2024 0 repositories listed
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ON-OFF Neuromorphic ISING Machines using Fowler-Nordheim Annealers7 Jun 2024 0 repositories listed
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Decision-focused Graph Neural Networks for Combinatorial Optimization5 Jun 2024 0 repositories listed
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Diffusion-Inspired Quantum Noise Mitigation in Parameterized Quantum Circuits2 Jun 2024 0 repositories listed
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Unveiling the Lexical Sensitivity of LLMs: Combinatorial Optimization for Prompt Enhancement31 May 2024 0 repositories listed
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XPrompt:Explaining Large Language Model's Generation via Joint Prompt Attribution30 May 2024 0 repositories listed
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Metaheuristics and Large Language Models Join Forces: Towards an Integrated Optimization Approach28 May 2024 0 repositories listed
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Network Interdiction Goes Neural26 May 2024 0 repositories listed
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Randomized heuristic repair for large-scale multidimensional knapsack problem24 May 2024 0 repositories listed
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Actively Learning Combinatorial Optimization Using a Membership Oracle23 May 2024 0 repositories listed
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Leader Reward for POMO-Based Neural Combinatorial Optimization22 May 2024 0 repositories listed
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Submodular Information Selection for Hypothesis Testing with Misclassification Penalties17 May 2024 0 repositories listed
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Using Combinatorial Optimization to Design a High quality LLM Solution15 May 2024 0 repositories listed
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Context-aware Diversity Enhancement for Neural Multi-Objective Combinatorial Optimization14 May 2024 0 repositories listed
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The Curious Case of Class Accuracy Imbalance in LLMs: Post-hoc Debiasing via Nonlinear Integer Programming13 May 2024 0 repositories listed
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Hamiltonian-based Quantum Reinforcement Learning for Neural Combinatorial Optimization13 May 2024 0 repositories listed
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Deploying Graph Neural Networks in Wireless Networks: A Link Stability Viewpoint9 May 2024 0 repositories listed
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Federated Combinatorial Multi-Agent Multi-Armed Bandits9 May 2024 0 repositories listed
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Dynamic Anisotropic Smoothing for Noisy Derivative-Free Optimization2 May 2024 0 repositories listed
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Early years of Biased Random-Key Genetic Algorithms: A systematic review2 May 2024 0 repositories listed
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QOPTLib: a Quantum Computing Oriented Benchmark for Combinatorial Optimization Problems24 Apr 2024 0 repositories listed
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On Support Relations Inference and Scene Hierarchy Graph Construction from Point Cloud in Clustered Environments22 Apr 2024 0 repositories listed
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Large Language Models Can Solve Real-World Planning Rigorously with Formal Verification Tools18 Apr 2024 0 repositories listed
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Fewer Truncations Improve Language Modeling16 Apr 2024 0 repositories listed
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Proposed modified computational model for the amoeba-inspired combinatorial optimization machine10 Apr 2024 0 repositories listed
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Generative Pre-Trained Transformer for Symbolic Regression Base In-Context Reinforcement Learning9 Apr 2024 0 repositories listed
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Graph Reinforcement Learning for Combinatorial Optimization: A Survey and Unifying Perspective9 Apr 2024 0 repositories listed
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Message Passing Variational Autoregressive Network for Solving Intractable Ising Models9 Apr 2024 0 repositories listed
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Transform then Explore: a Simple and Effective Technique for Exploratory Combinatorial Optimization with Reinforcement Learning6 Apr 2024 0 repositories listed
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Distributed Task Offloading and Resource Allocation for Latency Minimization in Mobile Edge Computing Networks4 Apr 2024 0 repositories listed
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Deep Reinforcement Learning for Traveling Purchaser Problems3 Apr 2024 0 repositories listed
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Solving the QAP by Two-Stage Graph Pointer Networks and Reinforcement Learning31 Mar 2024 0 repositories listed
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Self-Improved Learning for Scalable Neural Combinatorial Optimization28 Mar 2024 0 repositories listed
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Leveraging Constraint Programming in a Deep Learning Approach for Dynamically Solving the Flexible Job-Shop Scheduling Problem14 Mar 2024 0 repositories listed
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Surrogate Assisted Monte Carlo Tree Search in Combinatorial Optimization14 Mar 2024 0 repositories listed