{"total":15,"rows":[{"id":"2410.14716","title":"A Systematic Survey on Large Language Models for Algorithm Design","created":"2024-10-11","cited_by_count":69,"area":null},{"id":"2412.17287","title":"LLM4AD: A Platform for Algorithm Design with Large Language Model","created":"2024-12-23","cited_by_count":33,"area":null},{"id":"2501.16224","title":"Language-Based Bayesian Optimization Research Assistant (BORA)","created":"2025-01-27","cited_by_count":15,"area":null},{"id":"2410.20848","title":"Deep Insights into Automated Optimization with Large Language Models and Evolutionary Algorithms","created":"2024-10-28","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":"2505.15741","title":"Large Language Models and Evolutionary Computation: A Critical Review of Bidirectional Interaction, Automated Algorithm Design, and Co-Adaptive Systems","created":"2025-05-21","cited_by_count":6,"area":null},{"id":"2508.16077","title":"Cooperative Design Optimization through Natural Language Interaction","created":"2025-08-22","cited_by_count":4,"area":null},{"id":"2501.15081","title":"Can Large Language Models Be Trusted as Evolutionary Optimizers for Network-Structured Combinatorial Problems?","created":"2025-01-25","cited_by_count":3,"area":null},{"id":"2502.11167","title":"SURGE: On the Potential of Large Language Models as General-Purpose Surrogate Code Executors","created":"2025-02-16","cited_by_count":3,"area":null},{"id":"2608.08189","title":"Janus: An Algorithm-Evaluator Co-Evolution Framework for LLM-Driven Discovery under Expensive Evaluation Budgets","created":"2026-08-08","cited_by_count":3,"area":null},{"id":"2509.12643","title":"Learn to Relax with Large Language Models: Solving Constraint Optimization Problems via Bidirectional Coevolution","created":"2025-09-16","cited_by_count":1,"area":null},{"id":"2605.04764","title":"Elicitation Matters: How Prompts and Query Protocols Shape LLM Surrogates under Sparse Observations","created":"2026-05-06","cited_by_count":1,"area":null},{"id":"2412.02790","title":"An Evolutionary Large Language Model for Hallucination Mitigation","created":"2024-12-03","cited_by_count":0,"area":null},{"id":"2501.00562","title":"An Overview and Discussion on Using Large Language Models for Implementation Generation of Solutions to Open-Ended Problems","created":"2024-12-31","cited_by_count":0,"area":null},{"id":"2502.05228","title":"Physics-Informed Evolution: An Evolutionary Framework for Solving Quantum Control Problems Involving the Schr\\\"odinger Equation","created":"2025-02-06","cited_by_count":0,"area":null}],"next_cursor":null}