{"total":205,"rows":[{"id":"2309.07864","title":"The Rise and Potential of Large Language Model Based Agents: A Survey","created":"2023-09-14","cited_by_count":1439,"area":"agents"},{"id":"2307.07924","title":"ChatDev: Communicative Agents for Software Development","created":"2023-07-16","cited_by_count":919,"area":"agents"},{"id":"2205.06175","title":"A Generalist Agent","created":"2022-05-12","cited_by_count":808,"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":"2311.12871","title":"An Embodied Generalist Agent in 3D World","created":"2023-11-18","cited_by_count":365,"area":"agents"},{"id":"2401.13178","title":"AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents","created":"2024-01-24","cited_by_count":339,"area":"agents"},{"id":"2401.05459","title":"Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security","created":"2024-01-10","cited_by_count":260,"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":"2406.03679","title":"On the Effects of Data Scale on UI Control Agents","created":"2024-06-06","cited_by_count":194,"area":"agents"},{"id":"2607.24653","title":"Kimi K3: Open Frontier Intelligence","created":"2026-07-27","cited_by_count":138,"area":"agents"},{"id":"2302.10329","title":"Harms from Increasingly Agentic Algorithmic Systems","created":"2023-02-20","cited_by_count":135,"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":"2311.17371","title":"Should we be going MAD? A Look at Multi-Agent Debate Strategies for LLMs","created":"2023-11-29","cited_by_count":114,"area":"agents"},{"id":"2505.19591","title":"Multi-Agent Collaboration via Evolving Orchestration","created":"2025-05-26","cited_by_count":108,"area":"agents"},{"id":"2402.10753","title":"ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages","created":"2024-02-16","cited_by_count":82,"area":"agents"},{"id":"2604.08224","title":"Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering","created":"2026-04-09","cited_by_count":74,"area":"agents"},{"id":"2312.16044","title":"LLMLight: Large Language Models as Traffic Signal Control Agents","created":"2023-12-26","cited_by_count":73,"area":"agents"},{"id":"2312.17025","title":"Experiential Co-Learning of Software-Developing Agents","created":"2023-12-28","cited_by_count":57,"area":"agents"},{"id":"2501.02506","title":"ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use","created":"2025-01-05","cited_by_count":50,"area":"agents"},{"id":"2504.11543","title":"REAL: Benchmarking Autonomous Agents on Deterministic Simulations of Real Websites","created":"2025-04-15","cited_by_count":45,"area":"agents"},{"id":"2405.08944","title":"Challenges in Deploying Long-Context Transformers: A Theoretical Peak Performance Analysis","created":"2024-05-14","cited_by_count":44,"area":"agents"},{"id":"2403.16073","title":"Combining Fine-Tuning and LLM-based Agents for Intuitive Smart Contract Auditing with Justifications","created":"2024-03-24","cited_by_count":41,"area":"agents"},{"id":"2210.00849","title":"Scaling Laws for a Multi-Agent Reinforcement Learning Model","created":"2022-09-29","cited_by_count":38,"area":"agents"},{"id":"2410.07869","title":"Benchmarking Agentic Workflow Generation","created":"2024-10-10","cited_by_count":37,"area":"agents"},{"id":"2508.21148","title":"A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers","created":"2025-08-28","cited_by_count":37,"area":"agents"},{"id":"2502.06975","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","created":"2025-02-10","cited_by_count":36,"area":"agents"},{"id":"2401.00741","title":"ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios","created":"2024-01-01","cited_by_count":35,"area":"agents"},{"id":"2601.04748","title":"When Single-Agent with Skills Replace Multi-Agent Systems and When They Fail","created":"2026-01-08","cited_by_count":35,"area":"agents"},{"id":"2412.18116","title":"AutoDroid-V2: Boosting SLM-based GUI Agents via Code Generation","created":"2024-12-24","cited_by_count":34,"area":"agents"},{"id":"2504.18875","title":"Generative to Agentic AI: Survey, Conceptualization, and Challenges","created":"2025-04-26","cited_by_count":33,"area":"agents"},{"id":"2504.19838","title":"LLM-Powered GUI Agents in Phone Automation: Surveying Progress and Prospects","created":"2025-04-28","cited_by_count":32,"area":"agents"},{"id":"2508.02694","title":"Efficient Agents: Building Effective Agents While Reducing Cost","created":"2025-07-24","cited_by_count":32,"area":"agents"},{"id":"2402.17168","title":"Benchmarking Data Science Agents","created":"2024-02-27","cited_by_count":30,"area":"agents"},{"id":"2508.11126","title":"AI Agentic Programming: A Survey of Techniques, Challenges, and Opportunities","created":"2025-08-15","cited_by_count":28,"area":"agents"},{"id":"2404.01663","title":"CMAT: A Multi-Agent Collaboration Tuning Framework for Enhancing Small Language Models","created":"2024-04-02","cited_by_count":26,"area":"agents"},{"id":"2404.09127","title":"Confidence Calibration and Rationalization for LLMs via Multi-Agent Deliberation","created":"2024-04-14","cited_by_count":26,"area":"agents"},{"id":"2404.12135","title":"mABC: multi-Agent Blockchain-Inspired Collaboration for root cause analysis in micro-services architecture","created":"2024-04-18","cited_by_count":26,"area":"agents"},{"id":"2505.21298","title":"Large Language Models Miss the Multi-Agent Mark","created":"2025-05-27","cited_by_count":26,"area":"agents"},{"id":"2506.07636","title":"SWE-Dev: Building Software Engineering Agents with Training and Inference Scaling","created":"2025-06-09","cited_by_count":26,"area":"agents"},{"id":"2506.19290","title":"Skywork-SWE: Unveiling Data Scaling Laws for Software Engineering in LLMs","created":"2025-06-24","cited_by_count":26,"area":"agents"},{"id":"2602.05665","title":"Graph-based Agent Memory: Taxonomy, Techniques, and Applications","created":"2026-02-05","cited_by_count":25,"area":"agents"},{"id":"2504.21030","title":"Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications","created":"2025-04-26","cited_by_count":23,"area":"agents"},{"id":"2501.17167","title":"QualityFlow: An Agentic Workflow for Program Synthesis Controlled by LLM Quality Checks","created":"2025-01-20","cited_by_count":22,"area":"agents"},{"id":"2506.00886","title":"Position: Agent Should Invoke External Tools ONLY When Epistemically Necessary","created":"2025-06-01","cited_by_count":22,"area":"agents"},{"id":"2412.07978","title":"Agents for self-driving laboratories applied to quantum computing","created":"2024-12-10","cited_by_count":19,"area":"agents"},{"id":"2509.11062","title":"Auto-Slides: An Interactive Multi-Agent System for Creating and Customizing Research Presentations","created":"2025-09-14","cited_by_count":19,"area":"agents"},{"id":"2509.17567","title":"LIMI: Less is More for Agency","created":"2025-09-22","cited_by_count":17,"area":"agents"},{"id":"2405.04219","title":"Iterative Experience Refinement of Software-Developing Agents","created":"2024-05-07","cited_by_count":16,"area":"agents"},{"id":"2408.04472","title":"Can LLMs Beat Humans in Debating? A Dynamic Multi-agent Framework for Competitive Debate","created":"2024-08-08","cited_by_count":16,"area":"agents"},{"id":"2502.02534","title":"Adaptive Self-improvement LLM Agentic System for ML Library Development","created":"2025-02-04","cited_by_count":16,"area":"agents"},{"id":"2509.26539","title":"Ferret-UI Lite: Lessons from Building Small On-Device GUI Agents","created":"2025-09-30","cited_by_count":16,"area":"agents"},{"id":"2602.00359","title":"Position: Agentic Evolution is the Path to Evolving LLMs","created":"2026-01-30","cited_by_count":16,"area":"agents"},{"id":"2506.00073","title":"The Automated but Risky Game: Modeling and Benchmarking Agent-to-Agent Negotiations and Transactions in Consumer Markets","created":"2025-05-29","cited_by_count":15,"area":"agents"},{"id":"2511.18538","title":"From Code Foundation Models to Agents and Applications: A Comprehensive Survey and Practical Guide to Code Intelligence","created":"2025-11-23","cited_by_count":15,"area":"agents"},{"id":"2512.22894","title":"DECEPTICON: How Dark Patterns Manipulate Web Agents","created":"2025-12-28","cited_by_count":15,"area":"agents"},{"id":"2602.22808","title":"MiroFlow: Towards High-Performance and Robust Open-Source Agent Framework for General Deep Research Tasks","created":"2026-02-26","cited_by_count":15,"area":"agents"},{"id":"2306.05152","title":"Towards Autonomous Testing Agents via Conversational Large Language Models","created":"2023-06-08","cited_by_count":13,"area":"agents"},{"id":"2410.21909","title":"SceneGenAgent: Precise Industrial Scene Generation with Coding Agent","created":"2024-10-29","cited_by_count":13,"area":"agents"},{"id":"2501.14224","title":"Top Ten Challenges Towards Agentic Neural Graph Databases","created":"2025-01-24","cited_by_count":13,"area":"agents"},{"id":"2506.15170","title":"From LLMs to MLLMs to Agents: A Survey of Emerging Paradigms in Jailbreak Attacks and Defenses within LLM Ecosystem","created":"2025-06-18","cited_by_count":12,"area":"agents"},{"id":"2602.10218","title":"ACE-RTL: When Agentic Context Evolution Meets RTL-Specialized LLMs","created":"2026-02-10","cited_by_count":12,"area":"agents"},{"id":"2603.21011","title":"ALL-FEM: Agentic Large Language models Fine-tuned for Finite Element Methods","created":"2026-01-08","cited_by_count":12,"area":"agents"},{"id":"2606.20683","title":"From Question Answering to Task Completion: A Survey on Agent System and Harness Design","created":"2026-06-14","cited_by_count":12,"area":"agents"},{"id":"2307.09423","title":"Scaling Laws for Imitation Learning in Single-Agent Games","created":"2023-07-18","cited_by_count":11,"area":"agents"},{"id":"2311.17465","title":"AgentAvatar: Disentangling Planning, Driving and Rendering for Photorealistic Avatar Agents","created":"2023-11-29","cited_by_count":11,"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":"2601.15727","title":"Towards Automated Kernel Generation in the Era of LLMs","created":"2026-01-22","cited_by_count":11,"area":"agents"},{"id":"2608.20318","title":"AI4AI-Bench: Benchmarking LLM Agents in Algorithmic Design for Recursive Self-Improvement","created":"2026-08-20","cited_by_count":11,"area":"agents"},{"id":"2502.02982","title":"MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users","created":"2025-02-05","cited_by_count":10,"area":"agents"},{"id":"2504.19276","title":"Anyprefer: An Agentic Framework for Preference Data Synthesis","created":"2025-04-27","cited_by_count":10,"area":"agents"},{"id":"2504.20965","title":"AegisLLM: Scaling Agentic Systems for Self-Reflective Defense in LLM Security","created":"2025-04-29","cited_by_count":10,"area":"agents"},{"id":"2510.07176","title":"Exposing LLM User Privacy via Traffic Fingerprint Analysis: A Study of Privacy Risks in LLM Agent Interactions","created":"2025-10-08","cited_by_count":10,"area":"agents"},{"id":"2408.14972","title":"AgentMonitor: A Plug-and-Play Framework for Predictive and Secure Multi-Agent Systems","created":"2024-08-27","cited_by_count":9,"area":"agents"},{"id":"2412.17061","title":"Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration","created":"2024-12-22","cited_by_count":9,"area":"agents"},{"id":"2502.15218","title":"ESPnet-SpeechLM: An Open Speech Language Model Toolkit","created":"2025-02-21","cited_by_count":9,"area":"agents"},{"id":"2505.10278","title":"MASS: Muli-agent simulation scaling for portfolio construction","created":"2025-05-15","cited_by_count":9,"area":"agents"},{"id":"2508.11860","title":"LARC: Towards Human-level Constrained Retrosynthesis Planning through an Agentic Framework","created":"2025-08-16","cited_by_count":9,"area":"agents"},{"id":"2602.04634","title":"WideSeek-R1: Exploring Width Scaling for Broad Information Seeking via Multi-Agent Reinforcement Learning","created":"2026-02-04","cited_by_count":9,"area":"agents"},{"id":"2512.21720","title":"An Information Theoretic Perspective on Agentic System Design","created":"2025-12-25","cited_by_count":8,"area":"agents"},{"id":"2406.10521","title":"MALLM-GAN: Multi-Agent Large Language Model as Generative Adversarial Network for Synthesizing Tabular Data","created":"2024-06-15","cited_by_count":7,"area":"agents"},{"id":"2502.04358","title":"Position: Scaling LLM Agents Requires Asymptotic Analysis with LLM Primitives","created":"2025-02-04","cited_by_count":7,"area":"agents"},{"id":"2505.13965","title":"CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring","created":"2025-05-20","cited_by_count":7,"area":"agents"},{"id":"2509.25189","title":"InfoAgent: Advancing Autonomous Information-Seeking Agents","created":"2025-09-29","cited_by_count":7,"area":"agents"},{"id":"2312.07540","title":"diff History for Neural Language Agents","created":"2023-12-12","cited_by_count":6,"area":"agents"},{"id":"2406.07275","title":"DCA-Bench: A Benchmark for Dataset Curation Agents","created":"2024-06-11","cited_by_count":6,"area":"agents"},{"id":"2410.22339","title":"DAWN: Designing Distributed Agents in a Worldwide Network","created":"2024-10-11","cited_by_count":6,"area":"agents"},{"id":"2502.06589","title":"Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training","created":"2025-02-10","cited_by_count":6,"area":"agents"},{"id":"2502.10978","title":"Agentic LLM Framework for Adaptive Decision Discourse","created":"2025-02-16","cited_by_count":6,"area":"agents"},{"id":"2510.11004","title":"Automating Structural Engineering Workflows with Large Language Model Agents","created":"2025-10-13","cited_by_count":6,"area":"agents"},{"id":"2604.03486","title":"VisionClaw: Always-On AI Agents through Smart Glasses","created":"2026-04-03","cited_by_count":6,"area":"agents"},{"id":"2605.09104","title":"Token Economics for LLM Agents: A Dual-View Study from Computing and Economics","created":"2026-05-09","cited_by_count":6,"area":"agents"},{"id":"2607.13125","title":"Boogu-Image-0.1: Boosting Open Agentic Multimodal Generation via Understanding under a Minimal Budget","created":"2026-07-14","cited_by_count":6,"area":"agents"},{"id":"2407.10499","title":"CIBench: Evaluating Your LLMs with a Code Interpreter Plugin","created":"2024-07-15","cited_by_count":5,"area":"agents"},{"id":"2502.15850","title":"Forecasting Frontier Language Model Agent Capabilities","created":"2025-02-21","cited_by_count":5,"area":"agents"},{"id":"2505.03906","title":"MARCO: Multi-Agent Code Optimization with Real-Time Knowledge Integration for High-Performance Computing","created":"2025-05-06","cited_by_count":5,"area":"agents"},{"id":"2507.10741","title":"Ground-Compose-Reinforce: Grounding Language in Agentic Behaviours using Limited Data","created":"2025-07-14","cited_by_count":5,"area":"agents"},{"id":"2603.22846","title":"CoMaTrack: Competitive Multi-Agent Game-Theoretic Tracking with Vision-Language-Action Models","created":"2026-03-24","cited_by_count":5,"area":"agents"},{"id":"2605.11518","title":"AutoLLMResearch: Training Research Agents for Automating LLM Experiment Configuration - Learning from Cheap, Optimizing Expensive","created":"2026-05-12","cited_by_count":5,"area":"agents"},{"id":"2608.03222","title":"Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks","created":"2026-08-04","cited_by_count":5,"area":"agents"},{"id":"2410.22916","title":"Explainable Behavior Cloning: Teaching Large Language Model Agents through Learning by Demonstration","created":"2024-10-30","cited_by_count":4,"area":"agents"}],"next_cursor":"100"}