{"total":16,"rows":[{"id":"2307.05300","title":"Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration","created":"2023-07-11","cited_by_count":251,"area":"agents"},{"id":"2309.17288","title":"AutoAgents: A Framework for Automatic Agent Generation","created":"2023-09-29","cited_by_count":216,"area":"agents"},{"id":"2403.11807","title":"How Far Are We on the Decision-Making of LLMs? Evaluating LLMs' Gaming Ability in Multi-Agent Environments","created":"2024-03-18","cited_by_count":67,"area":"agents"},{"id":"2506.19676","title":"A Survey of LLM-Driven AI Agent Communication: Protocols, Security Risks, and Defense Countermeasures","created":"2025-06-24","cited_by_count":57,"area":"agents"},{"id":"2502.11418","title":"TimeCAP: Learning to Contextualize, Augment, and Predict Time Series Events with Large Language Model Agents","created":"2025-02-17","cited_by_count":37,"area":"agents"},{"id":"2402.16499","title":"LLMArena: Assessing Capabilities of Large Language Models in Dynamic Multi-Agent Environments","created":"2024-02-26","cited_by_count":36,"area":"agents"},{"id":"2410.02189","title":"Agent-Oriented Planning in Multi-Agent Systems","created":"2024-10-03","cited_by_count":36,"area":"agents"},{"id":"2410.07672","title":"MACPO: Weak-to-Strong Alignment via Multi-Agent Contrastive Preference Optimization","created":"2024-10-10","cited_by_count":22,"area":"agents"},{"id":"2404.17525","title":"Large Language Model Agent as a Mechanical Designer","created":"2024-04-26","cited_by_count":21,"area":"agents"},{"id":"2510.01617","title":"AMAS: Adaptively Determining Communication Topology for LLM-based Multi-Agent System","created":"2025-10-02","cited_by_count":15,"area":"agents"},{"id":"2406.10291","title":"ResearchArena: Benchmarking Large Language Models' Ability to Collect and Organize Information as Research Agents","created":"2024-06-13","cited_by_count":12,"area":"agents"},{"id":"2311.16542","title":"Agents meet OKR: An Object and Key Results Driven Agent System with Hierarchical Self-Collaboration and Self-Evaluation","created":"2023-11-28","cited_by_count":6,"area":"agents"},{"id":"2411.16077","title":"SAGEval: The frontiers of Satisfactory Agent based NLG Evaluation for reference-free open-ended text","created":"2024-11-25","cited_by_count":1,"area":"agents"},{"id":"2507.23261","title":"DynaSwarm: Dynamically Graph Structure Selection for LLM-based Multi-agent System","created":"2025-07-31","cited_by_count":1,"area":"agents"},{"id":"2503.22877","title":"Understanding Inequality of LLM Fact-Checking over Geographic Regions with Agent and Retrieval models","created":"2025-03-28","cited_by_count":0,"area":"agents"},{"id":"2504.17334","title":"DataScout: Automatic Data Fact Retrieval for Statement Augmentation with an LLM-Based Agent","created":"2025-04-24","cited_by_count":0,"area":"agents"}],"next_cursor":null}