{"total":22,"rows":[{"id":"2503.13657","title":"Why Do Multi-Agent LLM Systems Fail?","created":"2025-03-17","cited_by_count":604,"area":"agents"},{"id":"2501.06322","title":"Multi-Agent Collaboration Mechanisms: A Survey of LLMs","created":"2025-01-10","cited_by_count":431,"area":"agents"},{"id":"2406.02818","title":"Chain of Agents: Large Language Models Collaborating on Long-Context Tasks","created":"2024-06-04","cited_by_count":206,"area":"agents"},{"id":"2504.01990","title":"Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems","created":"2025-03-31","cited_by_count":126,"area":"agents"},{"id":"2403.13248","title":"Mora: Enabling Generalist Video Generation via A Multi-Agent Framework","created":"2024-03-20","cited_by_count":45,"area":"agents"},{"id":"2504.07046","title":"A Unified Agentic Framework for Evaluating Conditional Image Generation","created":"2025-04-09","cited_by_count":15,"area":"agents"},{"id":"2410.15168","title":"An Electoral Approach to Diversify LLM-based Multi-Agent Collective Decision-Making","created":"2024-10-19","cited_by_count":14,"area":"agents"},{"id":"2506.19209","title":"Augmenting Multi-Agent Communication with State Delta Trajectory","created":"2025-06-24","cited_by_count":14,"area":"agents"},{"id":"2505.19477","title":"Judging with Many Minds: Do More Perspectives Mean Less Prejudice? On Bias Amplifications and Resistance in Multi-Agent Based LLM-as-Judge","created":"2025-05-26","cited_by_count":11,"area":"agents"},{"id":"2502.01714","title":"Position: Towards a Responsible LLM-empowered Multi-Agent Systems","created":"2025-02-03","cited_by_count":8,"area":"agents"},{"id":"2507.05981","title":"Multi-Agent Debate Strategies to Enhance Requirements Engineering with Large Language Models","created":"2025-07-08","cited_by_count":8,"area":"agents"},{"id":"2507.21035","title":"GenoMAS: A Multi-Agent Framework for Scientific Discovery via Code-Driven Gene Expression Analysis","created":"2025-07-28","cited_by_count":8,"area":"agents"},{"id":"2505.24442","title":"RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation","created":"2025-05-30","cited_by_count":7,"area":"agents"},{"id":"2406.15341","title":"GenoTEX: An LLM Agent Benchmark for Automated Gene Expression Data Analysis","created":"2024-06-21","cited_by_count":5,"area":"agents"},{"id":"2602.06511","title":"EvoMAS: Evolutionary Generation of Multi-Agent Systems","created":"2026-02-06","cited_by_count":5,"area":"agents"},{"id":"2510.10002","title":"Interaction Protocol Shapes Moral Judgment in Multi-Agent Debate","created":"2025-10-11","cited_by_count":3,"area":"agents"},{"id":"2512.06573","title":"The Effect of Belief Boxes and Open-mindedness on Persuasion","created":"2025-12-06","cited_by_count":3,"area":"agents"},{"id":"2607.26212","title":"Multi-Agent Debate Strategies: Survey, Taxonomy, and Challenges","created":"2026-07-28","cited_by_count":3,"area":"agents"},{"id":"2510.07488","title":"Can Lessons From Human Teams Be Applied to Multi-Agent Systems? The Role of Structure, Diversity, and Interaction Dynamics","created":"2025-10-08","cited_by_count":2,"area":"agents"},{"id":"2607.12042","title":"SymbOmni: Evolving Agentic Omni Models via Symbolic Concept Learning","created":"2026-07-13","cited_by_count":2,"area":"agents"},{"id":"2509.20900","title":"Learning to Summarize by Learning to Quiz: Adversarial Agentic Collaboration for Long Document Summarization","created":"2025-09-25","cited_by_count":1,"area":"agents"},{"id":"2609.01870","title":"ArcticSwarm: Deferring Early Consensus in Long-Horizon Multi-Agent Research","created":"2026-09-01","cited_by_count":0,"area":"agents"}],"next_cursor":null}