{"total":41,"rows":[{"id":"2501.06322","title":"Multi-Agent Collaboration Mechanisms: A Survey of LLMs","created":"2025-01-10","cited_by_count":431,"area":"agents"},{"id":"2406.07155","title":"Scaling Large Language Model-based Multi-Agent Collaboration","created":"2024-06-11","cited_by_count":241,"area":"agents"},{"id":"2503.21460","title":"Large Language Model Agent: A Survey on Methodology, Applications and Challenges","created":"2025-03-27","cited_by_count":205,"area":"agents"},{"id":"2410.02506","title":"Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems","created":"2024-10-03","cited_by_count":141,"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":"2506.07398","title":"G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems","created":"2025-06-09","cited_by_count":122,"area":"agents"},{"id":"2410.11782","title":"G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks","created":"2024-10-15","cited_by_count":119,"area":"agents"},{"id":"2512.18746","title":"MemEvolve: Meta-Evolution of Agent Memory Systems","created":"2025-12-21","cited_by_count":95,"area":"agents"},{"id":"2402.16823","title":"Language Agents as Optimizable Graphs","created":"2024-02-26","cited_by_count":89,"area":"agents"},{"id":"2502.11133","title":"MasRouter: Learning to Route LLMs for Multi-Agent Systems","created":"2025-02-16","cited_by_count":88,"area":"agents"},{"id":"2502.19130","title":"Voting or Consensus? Decision-Making in Multi-Agent Debate","created":"2025-02-26","cited_by_count":59,"area":"agents"},{"id":"2507.18224","title":"Assemble Your Crew: Automatic Multi-agent Communication Topology Design via Autoregressive Graph Generation","created":"2025-07-24","cited_by_count":58,"area":"agents"},{"id":"2502.19559","title":"Stay Focused: Problem Drift in Multi-Agent Debate","created":"2025-02-26","cited_by_count":23,"area":"agents"},{"id":"2602.03036","title":"LatentMem: Customizing Latent Memory for Multi-Agent Systems","created":"2026-02-03","cited_by_count":15,"area":"agents"},{"id":"2511.06134","title":"Maestro: Learning to Collaborate via Conditional Listwise Policy Optimization for Multi-Agent LLMs","created":"2025-11-08","cited_by_count":14,"area":"agents"},{"id":"2507.01701","title":"Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture","created":"2025-07-02","cited_by_count":11,"area":"agents"},{"id":"2602.11583","title":"The Five Ws of Multi-Agent Communication: Who Talks to Whom, When, What, and Why -- A Survey from MARL to Emergent Language and LLMs","created":"2026-02-12","cited_by_count":10,"area":"agents"},{"id":"2503.15272","title":"MAMM-Refine: A Recipe for Improving Faithfulness in Generation with Multi-Agent Collaboration","created":"2025-03-19","cited_by_count":9,"area":"agents"},{"id":"2603.07972","title":"Adaptive Collaboration with Humans: Metacognitive Policy Optimization for Multi-Agent LLMs with Continual Learning","created":"2026-03-09","cited_by_count":9,"area":"agents"},{"id":"2505.20625","title":"Long Context Scaling: Divide and Conquer via Multi-Agent Question-driven Collaboration","created":"2025-05-27","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":"2507.08958","title":"Bridging Literature and the Universe Via A Multi-Agent Large Language Model System","created":"2025-07-11","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":"2404.05569","title":"360$^\\circ$REA: Towards A Reusable Experience Accumulation with 360{\\deg} Assessment for Multi-Agent System","created":"2024-04-08","cited_by_count":2,"area":"agents"},{"id":"2505.17492","title":"PD$^3$: A Project Duplication Detection Framework via Adapted Multi-Agent Debate","created":"2025-05-23","cited_by_count":2,"area":"agents"},{"id":"2604.06452","title":"Learning to Interrupt in Language-based Multi-agent Communication","created":"2026-04-07","cited_by_count":2,"area":"agents"},{"id":"2605.17292","title":"MetaCogAgent: A Metacognitive Multi-Agent LLM Framework with Self-Aware Task Delegation","created":"2026-05-17","cited_by_count":2,"area":"agents"},{"id":"2606.16710","title":"Misinformation Propagation in Benign Multi-Agent Systems","created":"2026-06-15","cited_by_count":2,"area":"agents"},{"id":"2410.01450","title":"Agent-Driven Large Language Models for Mandarin Lyric Generation","created":"2024-10-02","cited_by_count":1,"area":"agents"},{"id":"2602.16131","title":"Empirical Cumulative Distribution Function Clustering for LLM-based Agent System Analysis","created":"2026-02-18","cited_by_count":1,"area":"agents"},{"id":"2605.20548","title":"What Do Agents Communicate? Characterizing Information Exchange in Multi-Agent Systems","created":"2026-05-19","cited_by_count":1,"area":"agents"},{"id":"2607.28527","title":"MANTA: Multi-Agent Network Topology Adaptation for Self-Evolving Multi-Agent Systems","created":"2026-07-30","cited_by_count":1,"area":"agents"},{"id":"2505.23946","title":"Lessons Learned: A Multi-Agent Framework for Code LLMs to Learn and Improve","created":"2025-05-29","cited_by_count":0,"area":"agents"},{"id":"2607.09099","title":"L-MAD: A Systematic Evaluation of Multi-Agent Debate Structures in Legal Reasoning","created":"2026-07-10","cited_by_count":0,"area":"agents"},{"id":"2607.15095","title":"Digital Pantheon: Simulating and Auditing Coalition Formation with LLM Agents","created":"2026-07-16","cited_by_count":0,"area":"agents"},{"id":"2607.28641","title":"The Formalism Trap: Are LLM-as-a-Judge Evaluators Blinded by Consensus Mimicry under Social Load?","created":"2026-05-20","cited_by_count":0,"area":"agents"},{"id":"2608.19002","title":"A Theory of Post-hoc Debate Judgement","created":"2026-08-19","cited_by_count":0,"area":"agents"},{"id":"2609.04217","title":"At Equal Inference Cost, Multi-Agent Structure Does Not Beat a Single Frozen Agent","created":"2026-06-25","cited_by_count":0,"area":"agents"},{"id":"2609.20889","title":"Proxifield: Decentralized Multi-Agent Communication through Semantic Proximity","created":"2026-09-16","cited_by_count":0,"area":"agents"},{"id":"2610.13144","title":"Competence-Aware Orchestration for LLM-Based Multi-Agent Systems","created":"2026-10-09","cited_by_count":0,"area":"agents"},{"id":"2610.15095","title":"Swarm Telepathy: Prefill-Free KV-Cache Transfer Across Families","created":"2026-10-10","cited_by_count":0,"area":"agents"}],"next_cursor":null}