{"total":73,"rows":[{"id":"2501.08603","title":"Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design","created":"2025-01-15","cited_by_count":109,"area":"lr"},{"id":"2507.14111","title":"CUDA-L1: Improving CUDA Optimization via Contrastive Reinforcement Learning","created":"2025-07-18","cited_by_count":61,"area":"lr"},{"id":"2508.03082","title":"EoH-S: Evolution of Heuristic Set using LLMs for Automated Heuristic Design","created":"2025-08-05","cited_by_count":36,"area":null},{"id":"2607.07663","title":"Recursive Self-Improvement in AI: From Bounded Self-Refinement to Autonomous Research Loops","created":"2026-07-08","cited_by_count":35,"area":null},{"id":"2509.16865","title":"Large Language Models as End-to-end Combinatorial Optimization Solvers","created":"2025-09-21","cited_by_count":28,"area":null},{"id":"2506.07972","title":"HeuriGym: An Agentic Benchmark for LLM-Crafted Heuristics in Combinatorial Optimization","created":"2025-06-09","cited_by_count":21,"area":"agents"},{"id":"2508.13333","title":"HiFo-Prompt: Prompting with Hindsight and Foresight for LLM-based Automatic Heuristic Design","created":"2025-08-18","cited_by_count":16,"area":null},{"id":"2506.02392","title":"Improving Generalization of Neural Combinatorial Optimization for Vehicle Routing Problems via Test-Time Projection Learning","created":"2025-06-03","cited_by_count":12,"area":null},{"id":"2509.08269","title":"A Systematic Survey on Large Language Models for Evolutionary Optimization: From Modeling to Solving","created":"2025-09-10","cited_by_count":11,"area":null},{"id":"2505.20881","title":"Generalizable Heuristic Generation Through LLMs with Meta-Optimization","created":"2025-05-27","cited_by_count":9,"area":null},{"id":"2509.23413","title":"URS: A Unified Neural Routing Solver for Cross-Problem Zero-Shot Generalization","created":"2025-09-27","cited_by_count":8,"area":null},{"id":"2503.10968","title":"Combinatorial Optimization for All: Using LLMs to Aid Non-Experts in Improving Optimization Algorithms","created":"2025-03-14","cited_by_count":7,"area":null},{"id":"2508.03929","title":"MOTIF: Multi-strategy Optimization via Turn-based Interactive Framework","created":"2025-08-05","cited_by_count":7,"area":null},{"id":"2510.07073","title":"VRPAgent: LLM-Driven Discovery of Heuristic Operators for Vehicle Routing Problems","created":"2025-10-08","cited_by_count":7,"area":null},{"id":"2503.03350","title":"Leveraging Large Language Models to Develop Heuristics for Emerging Optimization Problems","created":"2025-03-05","cited_by_count":6,"area":null},{"id":"2505.18602","title":"LLM-Meta-SR: In-Context Learning for Evolving Selection Operators in Symbolic Regression","created":"2025-05-24","cited_by_count":6,"area":null},{"id":"2509.18180","title":"Large Language Models in Operations Research: Methods, Applications, and Challenges","created":"2025-09-18","cited_by_count":6,"area":null},{"id":"2601.20539","title":"PathWise: Planning through World Model for Automated Heuristic Design via Self-Evolving LLMs","created":"2026-01-28","cited_by_count":6,"area":"wm"},{"id":"2505.04480","title":"TrajEvo: Designing Trajectory Prediction Heuristics via LLM-driven Evolution","created":"2025-05-07","cited_by_count":5,"area":null},{"id":"2508.05616","title":"TrajEvo: Trajectory Prediction Heuristics Design via LLM-driven Evolution","created":"2025-08-07","cited_by_count":5,"area":null},{"id":"2510.16701","title":"An Agentic Framework with LLMs for Solving Complex Vehicle Routing Problems","created":"2025-10-19","cited_by_count":5,"area":"agents"},{"id":"2504.00613","title":"LLM-Guided Search for Deletion-Correcting Codes","created":"2025-04-01","cited_by_count":4,"area":null},{"id":"2505.20242","title":"RedAHD: Reduction-Based End-to-End Automatic Heuristic Design with Large Language Models","created":"2025-05-26","cited_by_count":4,"area":null},{"id":"2507.20923","title":"Pareto-Grid-Guided Large Language Models for Fast and High-Quality Heuristics Design in Multi-Objective Combinatorial Optimization","created":"2025-07-28","cited_by_count":4,"area":null},{"id":"2507.22876","title":"Discovering heuristics in a complex SAT solver with large language models","created":"2025-07-30","cited_by_count":4,"area":null},{"id":"2605.10401","title":"LLM4Branch: Large Language Model for Discovering Efficient Branching Policies of Integer Programs","created":"2026-05-11","cited_by_count":4,"area":null},{"id":"2601.21239","title":"TIDE: Tuning-Integrated Dynamic Evolution for LLM-Based Automated Heuristic Design","created":"2026-01-29","cited_by_count":3,"area":null},{"id":"2605.08756","title":"AHD Agent: Agentic Reinforcement Learning for Automatic Heuristic Design","created":"2026-05-09","cited_by_count":3,"area":"agents"},{"id":"2601.22896","title":"Game-Theoretic Co-Evolution for LLM-Based Heuristic Discovery","created":"2026-01-30","cited_by_count":2,"area":null},{"id":"2602.00549","title":"Beyond the Node: Clade-level Selection for Efficient MCTS in Automatic Heuristic Design","created":"2026-01-31","cited_by_count":2,"area":null},{"id":"2606.00718","title":"LLM-Driven Co-Evolutionary Automated Heuristic Design for Bi-Component Coupled Combinatorial Optimization","created":"2026-05-30","cited_by_count":2,"area":null},{"id":"2607.11358","title":"RefineEvo: Planning-Guided Heuristic Evolution with Bidirectional Experience","created":"2026-07-13","cited_by_count":2,"area":null},{"id":"2505.05119","title":"USPR: Learning a Unified Solver for Profiled Routing","created":"2025-05-08","cited_by_count":1,"area":null},{"id":"2506.07759","title":"REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models","created":"2025-06-09","cited_by_count":1,"area":null},{"id":"2510.06270","title":"MCCE: A Framework for Multi-LLM Collaborative Search in Discrete Spaces with Similarity-Filtered Preference Learning","created":"2025-10-06","cited_by_count":1,"area":null},{"id":"2601.19622","title":"Algorithmic Prompt-Augmentation for Efficient LLM-Based Heuristic Design for A* Search","created":"2026-01-27","cited_by_count":1,"area":null},{"id":"2603.27628","title":"DSevolve: Enabling Real-Time Adaptive Scheduling on Dynamic Flexible Job Shop with LLM-Evolved Heuristic Portfolios","created":"2026-03-29","cited_by_count":1,"area":null},{"id":"2604.07872","title":"PyVRP$^+$: LLM-Driven Metacognitive Heuristic Evolution for Hybrid Genetic Search in Vehicle Routing Problems","created":"2026-04-09","cited_by_count":1,"area":null},{"id":"2604.12898","title":"BEAM: Bi-level Memory-adaptive Algorithmic Evolution for LLM-Powered Heuristic Design","created":"2026-04-14","cited_by_count":1,"area":null},{"id":"2606.14581","title":"CARE: Context-Aware Ranking Evolution with Executable Scoring Programs for Budgeted Reaction Optimization","created":"2026-06-12","cited_by_count":1,"area":null},{"id":"2606.31036","title":"Teaching LLMs to Recommend and Defer in Underrepresented Epilepsy Care","created":"2026-06-30","cited_by_count":1,"area":null},{"id":"2607.11916","title":"QDEvo: A Multi-Objective Quality-Diversity Framework for Automated Heuristic Design","created":"2026-07-06","cited_by_count":1,"area":null},{"id":"2607.23676","title":"SpecAHD: Localize to Specialize for Automated Heuristic Design in Large-Scale Routing Problems","created":"2026-07-26","cited_by_count":1,"area":null},{"id":"2608.03129","title":"Beyond Average Performance: Dynamic Instance Clustering and Specialized Algorithm Design in LLM-Assisted Evolutionary Search","created":"2026-08-04","cited_by_count":1,"area":null},{"id":"2608.15546","title":"ATLAS: Scaffold-Free Algorithm Synthesis by LLMs via Embedding-Guided Quality-Diversity Search","created":"2026-08-16","cited_by_count":1,"area":null},{"id":"2609.38349","title":"MILO: Automated Harness Discovery via Orchestrated Multi-Agent Evolution","created":"2026-09-29","cited_by_count":1,"area":"agents"},{"id":"2509.20412","title":"Structuring Collective Action with LLM-Guided Evolution: From Ill-Structured Problems to Executable Heuristics","created":"2025-09-24","cited_by_count":0,"area":null},{"id":"2510.27353","title":"An In-depth Study of LLM Contributions to the Bin Packing Problem","created":"2025-10-31","cited_by_count":0,"area":null},{"id":"2511.16485","title":"Online Operator Design in Evolutionary Optimization for Flexible Job Shop Scheduling via Large Language Models","created":"2025-11-20","cited_by_count":0,"area":null},{"id":"2512.03762","title":"RoCo: Role-Based LLMs Collaboration for Automatic Heuristic Design","created":"2025-12-03","cited_by_count":0,"area":null},{"id":"2512.07501","title":"AutoICE: Automatically Synthesizing Verifiable C Code via LLM-driven Evolution","created":"2025-12-08","cited_by_count":0,"area":null},{"id":"2512.08609","title":"CogMCTS: A Novel Cognitive-Guided Monte Carlo Tree Search Framework for Iterative Heuristic Evolution with Large Language Models","created":"2025-12-09","cited_by_count":0,"area":null},{"id":"2602.16038","title":"Heuristic Search as Language-Guided Program Optimization","created":"2026-02-17","cited_by_count":0,"area":null},{"id":"2603.19284","title":"CDEoH: Category-Driven Automatic Algorithm Design With Large Language Models","created":"2026-03-08","cited_by_count":0,"area":null},{"id":"2604.04940","title":"ReVEL: Multi-Turn Reflective LLM-Guided Heuristic Evolution via Structured Performance Feedback","created":"2026-03-05","cited_by_count":0,"area":null},{"id":"2605.06341","title":"CoupleEvo: Evolving Heuristics for Coupled Optimization Problems Using Large Language Models","created":"2026-05-07","cited_by_count":0,"area":null},{"id":"2605.07214","title":"HMACE: Heterogeneous Multi-Agent Collaborative Evolution for Combinatorial Optimization","created":"2026-05-08","cited_by_count":0,"area":"agents"},{"id":"2605.17137","title":"Latent Heuristic Search: Continuous Optimization for Automated Algorithm Design","created":"2026-05-16","cited_by_count":0,"area":null},{"id":"2606.31801","title":"RAISE: LLM-based Automated Heuristic Design with Robust Adversary Instance Search","created":"2026-06-30","cited_by_count":0,"area":null},{"id":"2607.27630","title":"SCOPE: Synthetic Conditional Objectives for Policy Evolution in Black-Box Combinatorial Optimization","created":"2026-07-30","cited_by_count":0,"area":null},{"id":"2607.28268","title":"LLM-Guided Evolutionary Search for Constraint Model Reformulation to Improve Solver Efficiency","created":"2026-07-30","cited_by_count":0,"area":null},{"id":"2608.00700","title":"DGA$_2$D: Directed Graph-Guided Automated Algorithm Design with Large Language Models","created":"2026-08-01","cited_by_count":0,"area":null},{"id":"2608.07395","title":"PACE: Primitive-Aware Code Evolution for Automated Algorithm Design","created":"2026-08-07","cited_by_count":0,"area":null},{"id":"2608.07544","title":"MOSAIC: Adversarial Co-evolution of Specialist Heuristics and Problem Instances for LLM-based Automated Heuristic Design","created":"2026-07-31","cited_by_count":0,"area":null},{"id":"2609.05327","title":"LLM-Driven Algorithm Design for Quantum Circuit Synthesis based on Binary Decision Diagrams","created":"2026-09-04","cited_by_count":0,"area":null},{"id":"2609.12286","title":"T-GADE: Thermodynamical Generative-AI-Driven Evolution of LLM Artifacts","created":"2026-09-10","cited_by_count":0,"area":null},{"id":"2609.31649","title":"From Hand-Crafted to LLM-Based Variation Operators in Metaheuristics: A Tutorial","created":"2026-09-13","cited_by_count":0,"area":null},{"id":"2609.34427","title":"LLMs as Adaptive Meta-Solvers: Strategy-Diverse RL for Industrial-Scale Optimization","created":"2026-09-28","cited_by_count":0,"area":null},{"id":"2609.36303","title":"HeurEvo: Agentic Evolution of Hybrid Solver-Augmented Heuristics for Time-Critical Mathematical Optimization","created":"2026-09-28","cited_by_count":0,"area":"agents"},{"id":"2609.37172","title":"SimpleEvol: An Agent-Loop Framework for LLM-Driven Automated Heuristic Design with Minimal Human Priors","created":"2026-09-29","cited_by_count":0,"area":"agents"},{"id":"2610.03316","title":"Multi-Task Evolution for Zero-Shot Cross-Problem Generalization using LLMs","created":"2026-10-02","cited_by_count":0,"area":null},{"id":"2610.03896","title":"AdaEva: Accelerating LLM-Driven Algorithm Design with Adaptive Partial Evaluation","created":"2026-10-02","cited_by_count":0,"area":null},{"id":"2610.17379","title":"EPOCH: Coverage-Aware Evolution with Experiential Preference Optimization for LLM-based Automated Heuristic Design","created":"2026-10-12","cited_by_count":0,"area":"alignment"}],"next_cursor":null}