Browse State-of-the-Art › Combinatorial Optimization › Papers, page 5

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 5 of 13: papers 401 to 500 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.

• Optimization by Simulated Annealing
  13 May 1983 1 repository listed
• Large Language Models for Combinatorial Optimization: A Systematic Review
  4 Jul 2025 0 repositories listed
• LRM-1B: Towards Large Routing Model
  4 Jul 2025 0 repositories listed
• Higher-Order Neuromorphic Ising Machines -- Autoencoders and Fowler-Nordheim Annealers are all you need for Scalability
  24 Jun 2025 0 repositories listed
• GreedyPrune: Retenting Critical Visual Token Set for Large Vision Language Models
  16 Jun 2025 0 repositories listed
• Synthesizing Min-Max Control Barrier Functions For Switched Affine Systems
  12 Jun 2025 0 repositories listed
• Large Language Models for Design Structure Matrix Optimization
  11 Jun 2025 0 repositories listed
• Synergizing Reinforcement Learning and Genetic Algorithms for Neural Combinatorial Optimization
  11 Jun 2025 0 repositories listed
• Systematic and Efficient Construction of Quadratic Unconstrained Binary Optimization Forms for High-order and Dense Interactions
  10 Jun 2025 0 repositories listed
• Preference-Driven Multi-Objective Combinatorial Optimization with Conditional Computation
  10 Jun 2025 0 repositories listed
• Domain Switching on the Pareto Front: Multi-Objective Deep Kernel Learning in Automated Piezoresponse Force Microscopy
  9 Jun 2025 0 repositories listed
• HyColor: An Efficient Heuristic Algorithm for Graph Coloring
  9 Jun 2025 0 repositories listed
• Adam assisted Fully informed Particle Swarm Optimzation ( Adam-FIPSO ) based Parameter Prediction for the Quantum Approximate Optimization Algorithm (QAOA)
  7 Jun 2025 0 repositories listed
• EALG: Evolutionary Adversarial Generation of Language Model-Guided Generators for Combinatorial Optimization
  3 Jun 2025 0 repositories listed
• Solving the Pod Repositioning Problem with Deep Reinforced Adaptive Large Neighborhood Search
  3 Jun 2025 0 repositories listed
• Thinking Out of the Box: Hybrid SAT Solving by Unconstrained Continuous Optimization
  31 May 2025 0 repositories listed
• Learning Distributions over Permutations and Rankings with Factorized Representations
  30 May 2025 0 repositories listed
• Rethinking Neural Combinatorial Optimization for Vehicle Routing Problems with Different Constraint Tightness Degrees
  30 May 2025 0 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 5 harvested samples)
• LLM-ODDR: A Large Language Model Framework for Joint Order Dispatching and Driver Repositioning
  28 May 2025 0 repositories listed
• Generalizable Heuristic Generation Through Large Language Models with Meta-Optimization
  27 May 2025 0 repositories listed Syntology 9 ran (of which 2 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 6 where Syntology's instrument failed) · 4 unverified (of 13 harvested samples)
• Efficient Optimization Accelerator Framework for Multistate Ising Problems
  26 May 2025 0 repositories listed
• Learning for Dynamic Combinatorial Optimization without Training Data
  26 May 2025 0 repositories listed
• RedAHD: Reduction-Based End-to-End Automatic Heuristic Design with Large Language Models
  26 May 2025 0 repositories listed
• MOOSE-Chem2: Exploring LLM Limits in Fine-Grained Scientific Hypothesis Discovery via Hierarchical Search
  25 May 2025 0 repositories listed
• LMask: Learn to Solve Constrained Routing Problems with Lazy Masking
  23 May 2025 0 repositories listed
• STRCMP: Integrating Graph Structural Priors with Language Models for Combinatorial Optimization
  22 May 2025 0 repositories listed
• Tropical Attention: Neural Algorithmic Reasoning for Combinatorial Algorithms
  22 May 2025 0 repositories listed Syntology 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples)
• A Quantum-Enhanced Power Flow and Optimal Power Flow based on Combinatorial Reformulation
  21 May 2025 0 repositories listed
• Learning from Algorithm Feedback: One-Shot SAT Solver Guidance with GNNs
  21 May 2025 0 repositories listed
• Neural Quantum Digital Twins for Optimizing Quantum Annealing
  21 May 2025 0 repositories listed
• Learning with Local Search MCMC Layers
  20 May 2025 0 repositories listed
• Normalized Cut with Reinforcement Learning in Constrained Action Space
  20 May 2025 0 repositories listed
• Graph Alignment for Benchmarking Graph Neural Networks and Learning Positional Encodings
  19 May 2025 0 repositories listed
• Quantum Computing and AI: Perspectives on Advanced Automation in Science and Engineering
  15 May 2025 0 repositories listed
• A Generative Neural Annealer for Black-Box Combinatorial Optimization
  14 May 2025 0 repositories listed
• Adaptive Bias Generalized Rollout Policy Adaptation on the Flexible Job-Shop Scheduling Problem
  13 May 2025 0 repositories listed
• Preference Optimization for Combinatorial Optimization Problems
  13 May 2025 0 repositories listed
• Exact Spin Elimination in Ising Hamiltonians and Energy-Based Machine Learning
  12 May 2025 0 repositories listed
• A Large Language Model-Enhanced Q-learning for Capacitated Vehicle Routing Problem with Time Windows
  9 May 2025 0 repositories listed
• Primal-dual algorithm for contextual stochastic combinatorial optimization
  7 May 2025 0 repositories listed
• UniCO: Towards a Unified Model for Combinatorial Optimization Problems
  7 May 2025 0 repositories listed
• Integrating Column Generation and Large Neighborhood Search for Bus Driver Scheduling with Complex Break Constraints
  5 May 2025 0 repositories listed
• Learning to Learn with Quantum Optimization via Quantum Neural Networks
  1 May 2025 0 repositories listed
• QAOA Parameter Transferability for Maximum Independent Set using Graph Attention Networks
  29 Apr 2025 0 repositories listed
• Fitness Landscape of Large Language Model-Assisted Automated Algorithm Search
  28 Apr 2025 0 repositories listed
• Application of the Brain Drain Optimization Algorithm to the N-Queens Problem
  26 Apr 2025 0 repositories listed
• QAOA-PCA: Enhancing Efficiency in the Quantum Approximate Optimization Algorithm via Principal Component Analysis
  23 Apr 2025 0 repositories listed
• PGU-SGP: A Pheno-Geno Unified Surrogate Genetic Programming For Real-life Container Terminal Truck Scheduling
  15 Apr 2025 0 repositories listed
• A 10.8mW Mixed-Signal Simulated Bifurcation Ising Solver using SRAM Compute-In-Memory with 0.6us Time-to-Solution
  14 Apr 2025 0 repositories listed
• Cross-Problem Parameter Transfer in Quantum Approximate Optimization Algorithm: A Machine Learning Approach
  14 Apr 2025 0 repositories listed
• ERL-MPP: Evolutionary Reinforcement Learning with Multi-head Puzzle Perception for Solving Large-scale Jigsaw Puzzles of Eroded Gaps
  13 Apr 2025 0 repositories listed
• Annealed Mean Field Descent Is Highly Effective for Quadratic Unconstrained Binary Optimization
  11 Apr 2025 0 repositories listed
• Graph Reduction with Unsupervised Learning in Column Generation: A Routing Application
  11 Apr 2025 0 repositories listed
• Accelerating Vehicle Routing via AI-Initialized Genetic Algorithms
  8 Apr 2025 0 repositories listed
• Algorithm Discovery With LLMs: Evolutionary Search Meets Reinforcement Learning
  7 Apr 2025 0 repositories listed
• Machine Learning-assisted High-speed Combinatorial Optimization with Ising Machines for Dynamically Changing Problems
  31 Mar 2025 0 repositories listed
• Unsupervised Learning for Quadratic Assignment
  25 Mar 2025 0 repositories listed
• Enhancing variational quantum algorithms by balancing training on classical and quantum hardware
  20 Mar 2025 0 repositories listed
• Combinatorial Optimization for All: Using LLMs to Aid Non-Experts in Improving Optimization Algorithms
  14 Mar 2025 0 repositories listed
• Preference Elicitation for Multi-objective Combinatorial Optimization with Active Learning and Maximum Likelihood Estimation
  14 Mar 2025 0 repositories listed
• Towards Constraint-Based Adaptive Hypergraph Learning for Solving Vehicle Routing: An End-to-End Solution
  13 Mar 2025 0 repositories listed
• Combinatorial Optimization via LLM-driven Iterated Fine-tuning
  10 Mar 2025 0 repositories listed
• Neural Combinatorial Optimization via Preference Optimization
  10 Mar 2025 0 repositories listed Syntology 11 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 13 harvested samples) · 2 pointer-only (licence)
• Object Packing and Scheduling for Sequential 3D Printing: a Linear Arithmetic Model and a CEGAR-inspired Optimal Solver
  7 Mar 2025 0 repositories listed
• Self-Supervised Penalty-Based Learning for Robust Constrained Optimization
  7 Mar 2025 0 repositories listed
• Learning to Reduce Search Space for Generalizable Neural Routing Solver
  5 Mar 2025 0 repositories listed
• A2Perf: Real-World Autonomous Agents Benchmark
  4 Mar 2025 0 repositories listed
• Lattice Protein Folding with Variational Annealing
  28 Feb 2025 0 repositories listed
• Preference-Based Gradient Estimation for ML-Guided Approximate Combinatorial Optimization
  26 Feb 2025 0 repositories listed
• optimizn: a Python Library for Developing Customized Optimization Algorithms
  25 Feb 2025 0 repositories listed
• Text2Zinc: A Cross-Domain Dataset for Modeling Optimization and Satisfaction Problems in MiniZinc
  22 Feb 2025 0 repositories listed
• Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks
  20 Feb 2025 0 repositories listed
• CCJA: Context-Coherent Jailbreak Attack for Aligned Large Language Models
  17 Feb 2025 0 repositories listed
• GraphThought: Graph Combinatorial Optimization with Thought Generation
  17 Feb 2025 0 repositories listed
• Planning of Heuristics: Strategic Planning on Large Language Models with Monte Carlo Tree Search for Automating Heuristic Optimization
  17 Feb 2025 0 repositories listed
• TSS GAZ PTP: Towards Improving Gumbel AlphaZero with Two-stage Self-play for Multi-constrained Electric Vehicle Routing Problems
  17 Feb 2025 0 repositories listed
• Improving Existing Optimization Algorithms with LLMs
  12 Feb 2025 0 repositories listed
• Scalable Discrete Diffusion Samplers: Combinatorial Optimization and Statistical Physics
  12 Feb 2025 0 repositories listed
• Self-Evaluation for Job-Shop Scheduling
  12 Feb 2025 0 repositories listed
• Currency Arbitrage Optimization using Quantum Annealing, QAOA and Constraint Mapping
  8 Feb 2025 0 repositories listed
• Sequential Stochastic Combinatorial Optimization Using Hierarchal Reinforcement Learning
  8 Feb 2025 0 repositories listed
• Unrealized Expectations: Comparing AI Methods vs Classical Algorithms for Maximum Independent Set
  5 Feb 2025 0 repositories listed
• Learning-Based TSP-Solvers Tend to Be Overly Greedy
  2 Feb 2025 0 repositories listed
• Evolving Hard Maximum Cut Instances for Quantum Approximate Optimization Algorithms
  30 Jan 2025 0 repositories listed
• Generative quantum combinatorial optimization by means of a novel conditional generative quantum eigensolver
  28 Jan 2025 0 repositories listed
• Making Sense Of Distributed Representations With Activation Spectroscopy
  26 Jan 2025 0 repositories listed
• PSO and the Traveling Salesman Problem: An Intelligent Optimization Approach
  25 Jan 2025 0 repositories listed
• Bridging Visualization and Optimization: Multimodal Large Language Models on Graph-Structured Combinatorial Optimization
  21 Jan 2025 0 repositories listed
• Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints
  21 Jan 2025 0 repositories listed
• Fast instance-specific algorithm configuration with graph neural network
  20 Jan 2025 0 repositories listed
• Convergence and Running Time of Time-dependent Ant Colony Algorithms
  18 Jan 2025 0 repositories listed
• Neural Algorithmic Reasoning for Hypergraphs with Looped Transformers
  18 Jan 2025 0 repositories listed
• Random-Key Algorithms for Optimizing Integrated Operating Room Scheduling
  17 Jan 2025 0 repositories listed
• Multiple-gain Estimation for Running Time of Evolutionary Combinatorial Optimization
  13 Jan 2025 0 repositories listed
• Pareto Optimization with Robust Evaluation for Noisy Subset Selection
  12 Jan 2025 0 repositories listed
• Annealing Machine-assisted Learning of Graph Neural Network for Combinatorial Optimization
  10 Jan 2025 0 repositories listed
• Transfer Learning for Deep-Unfolded Combinatorial Optimization Solver with Quantum Annealer
  7 Jan 2025 0 repositories listed
• Improved Approximation Algorithms for Low-Rank Problems Using Semidefinite Optimization
  6 Jan 2025 0 repositories listed
• Relaxation-assisted reverse annealing on nonnegative/binary matrix factorization
  3 Jan 2025 0 repositories listed
• Adaptive Non-Uniform Timestep Sampling for Accelerating Diffusion Model Training
  1 Jan 2025 0 repositories listed

Syntology lines on 4 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.