{"total":84,"rows":[{"id":"2406.00515","title":"A Survey on Large Language Models for Code Generation","created":"2024-06-01","cited_by_count":658,"area":null},{"id":"2501.06322","title":"Multi-Agent Collaboration Mechanisms: A Survey of LLMs","created":"2025-01-10","cited_by_count":431,"area":"agents"},{"id":"2409.02977","title":"Large Language Model-Based Agents for Software Engineering: A Survey","created":"2024-09-04","cited_by_count":178,"area":"agents"},{"id":"2503.01935","title":"MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents","created":"2025-03-03","cited_by_count":178,"area":"lr"},{"id":"2404.04834","title":"LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision and the Road Ahead","created":"2024-04-07","cited_by_count":155,"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":"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":"2502.11133","title":"MasRouter: Learning to Route LLMs for Multi-Agent Systems","created":"2025-02-16","cited_by_count":88,"area":"agents"},{"id":"2408.02479","title":"From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future","created":"2024-08-05","cited_by_count":86,"area":"agents"},{"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":"2502.11127","title":"G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems","created":"2025-02-16","cited_by_count":59,"area":"agents"},{"id":"2406.01422","title":"Alibaba LingmaAgent: Improving Automated Issue Resolution via Comprehensive Repository Exploration","created":"2024-06-03","cited_by_count":58,"area":null},{"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":"2411.00114","title":"Project Sid: Many-agent simulations toward AI civilization","created":"2024-10-31","cited_by_count":49,"area":"wm"},{"id":"2605.18747","title":"Code as Agent Harness","created":"2026-05-18","cited_by_count":47,"area":"agents"},{"id":"2503.12434","title":"A Survey on the Optimization of Large Language Model-based Agents","created":"2025-03-16","cited_by_count":46,"area":"agents"},{"id":"2602.06052","title":"A Survey of Agent Memory in the Second Half: Towards Self-Evolving and Long-Horizon Agents","created":"2026-01-14","cited_by_count":44,"area":"agents"},{"id":"2410.08115","title":"Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System","created":"2024-10-10","cited_by_count":43,"area":"agents"},{"id":"2505.23352","title":"Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems","created":"2025-05-29","cited_by_count":43,"area":"agents"},{"id":"2505.19443","title":"Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI","created":"2025-05-26","cited_by_count":42,"area":"agents"},{"id":"2409.10737","title":"AutoSafeCoder: A Multi-Agent Framework for Securing LLM Code Generation through Static Analysis and Fuzz Testing","created":"2024-09-16","cited_by_count":35,"area":"agents"},{"id":"2505.07176","title":"Internet of Agents: Fundamentals, Applications, and Challenges","created":"2025-05-12","cited_by_count":31,"area":"agents"},{"id":"2506.02951","title":"Adaptive Graph Pruning for Multi-Agent Communication","created":"2025-06-03","cited_by_count":29,"area":"agents"},{"id":"2410.11163","title":"Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence","created":"2024-10-15","cited_by_count":27,"area":null},{"id":"2409.09584","title":"RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code Generation","created":"2024-09-15","cited_by_count":26,"area":"lr"},{"id":"2506.17784","title":"AnyMAC: Cascading Flexible Multi-Agent Collaboration via Next-Agent Prediction","created":"2025-06-21","cited_by_count":25,"area":"agents"},{"id":"2508.18993","title":"GitTaskBench: A Benchmark for Code Agents Solving Real-World Tasks Through Code Repository Leveraging","created":"2025-08-26","cited_by_count":25,"area":"agents"},{"id":"2508.02744","title":"Large Language Model-based Data Science Agent: A Survey","created":"2025-08-02","cited_by_count":23,"area":"agents"},{"id":"2509.03817","title":"Learning to Deliberate: Meta-policy Collaboration for Agentic LLMs with Multi-agent Reinforcement Learning","created":"2025-09-04","cited_by_count":18,"area":"lr"},{"id":"2602.09341","title":"Auditing Multi-Agent LLM Reasoning Trees Outperforms Majority Vote and LLM-as-Judge","created":"2026-02-10","cited_by_count":18,"area":"lr"},{"id":"2504.02051","title":"Self-Resource Allocation in Multi-Agent LLM Systems","created":"2025-04-02","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":"2509.21789","title":"Visual Multi-Agent System: Mitigating Hallucination Snowballing via Visual Flow","created":"2025-09-26","cited_by_count":13,"area":"mllm"},{"id":"2602.17100","title":"AgentConductor: Topology Evolution for Multi-Agent Competition-Level Code Generation","created":"2026-02-19","cited_by_count":13,"area":"agents"},{"id":"2412.10422","title":"AutoPrep: Natural Language Question-Aware Data Preparation with a Multi-Agent Framework","created":"2024-12-10","cited_by_count":12,"area":"agents"},{"id":"2512.16856","title":"Distributional AGI Safety","created":"2025-12-18","cited_by_count":12,"area":null},{"id":"2505.04364","title":"Benchmarking LLMs' Swarm intelligence","created":"2025-05-07","cited_by_count":10,"area":"lr"},{"id":"2509.19236","title":"AgentInit: Initializing LLM-based Multi-Agent Systems via Diversity and Expertise Orchestration for Effective and Efficient Collaboration","created":"2025-09-23","cited_by_count":10,"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":"2508.07880","title":"Multi-agent systems for chemical engineering: A review and perspective","created":"2025-08-11","cited_by_count":9,"area":"agents"},{"id":"2601.19290","title":"MetaGen: Self-Evolving Roles and Topologies for Multi-Agent LLM Reasoning","created":"2026-01-27","cited_by_count":9,"area":"lr"},{"id":"2407.02518","title":"INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness","created":"2024-06-23","cited_by_count":8,"area":null},{"id":"2407.09502","title":"From Text to Life: On the Reciprocal Relationship between Artificial Life and Large Language Models","created":"2024-06-14","cited_by_count":8,"area":null},{"id":"2601.21448","title":"ChipBench: A Next-Step Benchmark for Evaluating LLM Performance in AI-Aided Chip Design","created":"2026-01-29","cited_by_count":8,"area":null},{"id":"2510.14319","title":"Metacognitive Self-Correction for Multi-Agent System via Prototype-Guided Next-Execution Reconstruction","created":"2025-10-16","cited_by_count":7,"area":"agents"},{"id":"2604.11523","title":"PAC-BENCH: Evaluating Multi-Agent Collaboration under Privacy Constraints","created":"2026-04-13","cited_by_count":7,"area":null},{"id":"2503.06643","title":"Is Your Benchmark Still Useful? Dynamic Benchmarking for Code Language Models","created":"2025-03-09","cited_by_count":6,"area":null},{"id":"2503.18891","title":"AgentDropout: Dynamic Agent Elimination for Token-Efficient and High-Performance LLM-Based Multi-Agent Collaboration","created":"2025-03-24","cited_by_count":6,"area":"agents"},{"id":"2504.13472","title":"CodeVisionary: An Agent-based Framework for Evaluating Large Language Models in Code Generation","created":"2025-04-18","cited_by_count":6,"area":"agents"},{"id":"2505.19567","title":"LLM-Agent-Controller: A Universal Multi-Agent Large Language Model System as a Control Engineer","created":"2025-05-26","cited_by_count":5,"area":"agents"},{"id":"2410.15639","title":"Can Large Language Models Invent Algorithms to Improve Themselves?: Algorithm Discovery for Recursive Self-Improvement through Reinforcement Learning","created":"2024-10-21","cited_by_count":4,"area":"synth"},{"id":"2412.19031","title":"Repository Structure-Aware Training Makes SLMs Better Issue Resolver","created":"2024-12-26","cited_by_count":4,"area":null},{"id":"2508.07966","title":"Exploring the Challenges and Opportunities of AI-assisted Codebase Generation","created":"2025-08-11","cited_by_count":4,"area":null},{"id":"2602.08567","title":"ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems","created":"2026-02-09","cited_by_count":4,"area":"agents"},{"id":"2409.18028","title":"Compositional Hardness of Code in Large Language Models -- A Probabilistic Perspective","created":"2024-09-26","cited_by_count":3,"area":null},{"id":"2511.08475","title":"Designing LLM-based Multi-Agent Systems for Software Engineering Tasks: Quality Attributes, Design Patterns and Rationale","created":"2025-11-11","cited_by_count":3,"area":"agents"},{"id":"2601.19726","title":"RvB: Automating AI System Hardening via Iterative Red-Blue Games","created":"2026-01-27","cited_by_count":3,"area":"safety"},{"id":"2604.16321","title":"LLM-Based Multi-Agent Systems for Code Generation: A Multi-Vocal Literature Review","created":"2026-02-25","cited_by_count":3,"area":"agents"},{"id":"2608.19854","title":"Repo0: Design-Driven Zero-to-All Code Generation","created":"2026-08-20","cited_by_count":3,"area":"agents"},{"id":"2409.16120","title":"MOSS: Enabling Code-Driven Evolution and Context Management for AI Agents","created":"2024-09-24","cited_by_count":2,"area":"agents"},{"id":"2506.08507","title":"MasHost Builds It All: Autonomous Multi-Agent System Directed by Reinforcement Learning","created":"2025-06-10","cited_by_count":2,"area":"agents"},{"id":"2508.10016","title":"Training-Free Multimodal Large Language Model Orchestration","created":"2025-08-06","cited_by_count":2,"area":"mllm"},{"id":"2509.25248","title":"BuildBench: Benchmarking LLM Agents on Compiling Real-World Open-Source Software","created":"2025-09-27","cited_by_count":2,"area":"agents"},{"id":"2603.00058","title":"PaperRepro: Automated Computational Reproducibility Assessment for Social Science Papers","created":"2026-02-10","cited_by_count":2,"area":null},{"id":"2605.17359","title":"Learning Transferable Topology Priors for Multi-Agent LLM Collaboration Across Domains","created":"2026-05-17","cited_by_count":2,"area":"agents"},{"id":"2606.07818","title":"Representational Similarity and Model Behavior in Multi-Agent Interaction","created":"2026-06-05","cited_by_count":2,"area":"agents"},{"id":"2512.06902","title":"BabelCoder: Agentic Code Translation with Specification Alignment","created":"2025-12-07","cited_by_count":1,"area":"agents"},{"id":"2601.12146","title":"From LLMs to Agents in Programming: The Impact of Providing an LLM with a Compiler","created":"2026-01-17","cited_by_count":1,"area":"agents"},{"id":"2603.25928","title":"TheBotCompany: Self-Organizing Multi-agent Systems for Continuous Software Development","created":"2026-03-26","cited_by_count":1,"area":"agents"},{"id":"2605.03205","title":"From Knowledge to Action: Outcomes of the 2025 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry","created":"2026-05-04","cited_by_count":1,"area":null},{"id":"2605.17348","title":"Taming \"Zombie'' Agents: A Markov State-Aware Framework for Resilient Multi-Agent Evolution","created":"2026-05-17","cited_by_count":1,"area":"agents"},{"id":"2605.19418","title":"Conflict-Resilient Multi-Agent Reasoning via Signed Graph Modeling","created":"2026-05-19","cited_by_count":1,"area":"lr"},{"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":"2507.09497","title":"GoalfyMax: A Protocol-Driven Multi-Agent System for Intelligent Experience Entities","created":"2025-07-13","cited_by_count":0,"area":null},{"id":"2510.08640","title":"Automating Android Build Repair: Bridging the Reasoning-Execution Gap in LLM Agents with Domain-Specific Tools","created":"2025-10-09","cited_by_count":0,"area":"agents"},{"id":"2510.19868","title":"Knowledge-Guided Multi-Agent Framework for Application-Level Software Code Generation","created":"2025-10-22","cited_by_count":0,"area":"agents"},{"id":"2510.22626","title":"SwiftSolve: A Self-Iterative, Complexity-Aware Multi-Agent Framework for Competitive Programming","created":"2025-10-26","cited_by_count":0,"area":"agents"},{"id":"2511.03934","title":"PEFA-AI: Advancing Open-source LLMs for RTL generation using Progressive Error Feedback Agentic-AI","created":"2025-11-06","cited_by_count":0,"area":"agents"},{"id":"2512.04445","title":"Automating Complex Document Workflows via Stepwise and Rollback-Enabled Operation Orchestration","created":"2025-12-04","cited_by_count":0,"area":null},{"id":"2603.18334","title":"Can LLMs Reason Like Automated Theorem Provers for Rust Verification? VCoT-Bench: Evaluating via Verification Chain of Thought","created":"2026-03-18","cited_by_count":0,"area":"lr"},{"id":"2605.12376","title":"ProfiliTable: Profiling-Driven Tabular Data Processing via Agentic Workflows","created":"2026-05-12","cited_by_count":0,"area":"agents"},{"id":"2607.28430","title":"AgentRadio: Passive Awareness for Long-Horizon Multi-Agent Collaboration","created":"2026-07-30","cited_by_count":0,"area":"agents"},{"id":"2608.23740","title":"AgentRoom: Concurrent Multi-Agent Coding in a CRDT-Backed Shared Workspace","created":"2026-08-24","cited_by_count":0,"area":"agents"},{"id":"2609.19759","title":"Rethinking Multi-Agent Collaboration: When More Is Less","created":"2026-09-17","cited_by_count":0,"area":"lr"}],"next_cursor":null}