{"total":123,"rows":[{"id":"2312.11970","title":"Large Language Models Empowered Agent-based Modeling and Simulation: A Survey and Perspectives","created":"2023-12-19","cited_by_count":257,"area":"agents"},{"id":"2405.07960","title":"AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments","created":"2024-05-13","cited_by_count":231,"area":"agents"},{"id":"2403.04960","title":"IsolateGPT: An Execution Isolation Architecture for LLM-Based Agentic Systems","created":"2024-03-08","cited_by_count":130,"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":"2402.09742","title":"AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator","created":"2024-02-15","cited_by_count":101,"area":"agents"},{"id":"2303.17071","title":"DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents","created":"2023-03-30","cited_by_count":52,"area":"agents"},{"id":"2502.11705","title":"LLM Agents Making Agent Tools","created":"2025-02-17","cited_by_count":48,"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":"2503.22678","title":"Self-Evolving Multi-Agent Simulations for Realistic Clinical Interactions","created":"2025-03-28","cited_by_count":40,"area":"agents"},{"id":"2310.06155","title":"CoQuest: Exploring Research Question Co-Creation with an LLM-based Agent","created":"2023-10-09","cited_by_count":34,"area":"agents"},{"id":"2601.08536","title":"DeepResearch Bench II: Diagnosing Deep Research Agents via Rubrics from Expert Reports","created":"2026-01-13","cited_by_count":34,"area":"agents"},{"id":"2408.12496","title":"MEDCO: Medical Education Copilots Based on A Multi-Agent Framework","created":"2024-08-22","cited_by_count":33,"area":"agents"},{"id":"2501.13299","title":"Hypothesis Generation for Materials Discovery and Design Using Goal-Driven and Constraint-Guided LLM Agents","created":"2025-01-23","cited_by_count":30,"area":"agents"},{"id":"2408.15971","title":"BattleAgentBench: A Benchmark for Evaluating Cooperation and Competition Capabilities of Language Models in Multi-Agent Systems","created":"2024-08-28","cited_by_count":26,"area":"agents"},{"id":"2412.16833","title":"KG4Diagnosis: A Hierarchical Multi-Agent LLM Framework with Knowledge Graph Enhancement for Medical Diagnosis","created":"2024-12-22","cited_by_count":26,"area":"agents"},{"id":"2401.16107","title":"Beyond Direct Diagnosis: LLM-based Multi-Specialist Agent Consultation for Automatic Diagnosis","created":"2024-01-29","cited_by_count":23,"area":"agents"},{"id":"2407.09893","title":"Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks","created":"2024-07-13","cited_by_count":23,"area":"agents"},{"id":"2410.02551","title":"ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration","created":"2024-10-03","cited_by_count":23,"area":"agents"},{"id":"2404.17833","title":"Testing and Understanding Erroneous Planning in LLM Agents through Synthesized User Inputs","created":"2024-04-27","cited_by_count":22,"area":"agents"},{"id":"2412.11716","title":"LLMs Can Simulate Standardized Patients via Agent Coevolution","created":"2024-12-16","cited_by_count":22,"area":"agents"},{"id":"2605.02240","title":"PhysicianBench: Evaluating LLM Agents in Real-World EHR Environments","created":"2026-05-04","cited_by_count":21,"area":"agents"},{"id":"2401.14589","title":"Enhancing Diagnostic Accuracy through Multi-Agent Conversations: Using Large Language Models to Mitigate Cognitive Bias","created":"2024-01-26","cited_by_count":20,"area":"agents"},{"id":"2410.04660","title":"KGARevion: An AI Agent for Knowledge-Intensive Biomedical QA","created":"2024-10-07","cited_by_count":20,"area":"agents"},{"id":"2309.11456","title":"Generative Agent-Based Modeling: Unveiling Social System Dynamics through Coupling Mechanistic Models with Generative Artificial Intelligence","created":"2023-09-20","cited_by_count":19,"area":"agents"},{"id":"2412.01605","title":"Medchain: Bridging the Gap Between LLM Agents and Clinical Practice with Interactive Sequence","created":"2024-12-02","cited_by_count":17,"area":"agents"},{"id":"2502.01083","title":"Tool Unlearning for Tool-Augmented LLMs","created":"2025-02-03","cited_by_count":17,"area":"agents"},{"id":"2601.05384","title":"Conformity and Social Impact on AI Agents","created":"2026-01-08","cited_by_count":16,"area":"agents"},{"id":"2506.13474","title":"Language Agents for Hypothesis-driven Clinical Decision Making with Reinforcement Learning","created":"2025-06-16","cited_by_count":15,"area":"agents"},{"id":"2602.06443","title":"TrajAD: Trajectory Anomaly Detection for Trustworthy LLM Agents","created":"2026-02-06","cited_by_count":15,"area":"agents"},{"id":"2502.13010","title":"Agentic Medical Knowledge Graphs Enhance Medical Question Answering: Bridging the Gap Between LLMs and Evolving Medical Knowledge","created":"2025-02-18","cited_by_count":12,"area":"agents"},{"id":"2410.13610","title":"MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool Calling","created":"2024-10-17","cited_by_count":10,"area":"agents"},{"id":"2503.13205","title":"MAP: Evaluation and Multi-Agent Enhancement of Large Language Models for Inpatient Pathways","created":"2025-03-17","cited_by_count":10,"area":"agents"},{"id":"2405.17009","title":"Position: Foundation Agents as the Paradigm Shift for Decision Making","created":"2024-05-27","cited_by_count":9,"area":"agents"},{"id":"2501.06314","title":"BioAgents: Democratizing Bioinformatics Analysis with Multi-Agent Systems","created":"2025-01-10","cited_by_count":8,"area":"agents"},{"id":"2506.12482","title":"Tiered Agentic Oversight: A Hierarchical Multi-Agent System for Healthcare Safety","created":"2025-06-14","cited_by_count":8,"area":"agents"},{"id":"2507.18115","title":"Agentic AI framework for End-to-End Medical Data Inference","created":"2025-07-24","cited_by_count":8,"area":"agents"},{"id":"2511.14439","title":"MedBench v4: A Robust and Scalable Benchmark for Evaluating Chinese Medical Language Models, Multimodal Models, and Intelligent Agents","created":"2025-11-18","cited_by_count":8,"area":"agents"},{"id":"2512.02410","title":"Decentralized Multi-Agent System with Trust-Aware Communication","created":"2025-12-02","cited_by_count":7,"area":"agents"},{"id":"2309.12555","title":"PlanFitting: Personalized Exercise Planning with Large Language Model-driven Conversational Agent","created":"2023-09-22","cited_by_count":6,"area":"agents"},{"id":"2409.06351","title":"MAGDA: Multi-agent guideline-driven diagnostic assistance","created":"2024-09-10","cited_by_count":6,"area":"agents"},{"id":"2504.02891","title":"Automated Survey Collection with LLM-based Conversational Agents","created":"2025-04-02","cited_by_count":6,"area":"agents"},{"id":"2406.12216","title":"Is persona enough for personality? Using ChatGPT to reconstruct an agent's latent personality from simple descriptions","created":"2024-06-18","cited_by_count":5,"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":"2410.04452","title":"MindScope: Exploring cognitive biases in large language models through Multi-Agent Systems","created":"2024-10-06","cited_by_count":5,"area":"agents"},{"id":"2501.19398","title":"Do LLMs Strategically Reveal, Conceal, and Infer Information? A Theoretical and Empirical Analysis in The Chameleon Game","created":"2025-01-31","cited_by_count":5,"area":"agents"},{"id":"2507.11299","title":"Dr.Copilot: A Multi-Agent Prompt Optimized Assistant for Improving Patient-Doctor Communication in Romanian","created":"2025-07-15","cited_by_count":5,"area":"agents"},{"id":"2508.01285","title":"BioDisco: Multi-agent hypothesis generation with dual-mode evidence, iterative feedback and temporal evaluation","created":"2025-08-02","cited_by_count":5,"area":"agents"},{"id":"2508.05996","title":"Mediator-Guided Multi-Agent Collaboration among Open-Source Models for Medical Decision-Making","created":"2025-08-08","cited_by_count":5,"area":"agents"},{"id":"2510.15416","title":"Adaptive Minds: Empowering Agents with LoRA-as-Tools","created":"2025-10-17","cited_by_count":5,"area":"agents"},{"id":"2608.10915","title":"ComBodied Agents: a New Paradigm of Human-Centric Agentic AI","created":"2026-08-11","cited_by_count":5,"area":"agents"},{"id":"2309.10895","title":"Large Language Models as Agents in the Clinic","created":"2023-09-19","cited_by_count":4,"area":"agents"},{"id":"2407.13067","title":"Large Language Model Agents for Improving Engagement with Behavior Change Interventions: Application to Digital Mindfulness","created":"2024-07-03","cited_by_count":4,"area":"agents"},{"id":"2409.12832","title":"FoodPuzzle: Developing Large Language Model Agents as Flavor Scientists","created":"2024-09-19","cited_by_count":4,"area":"agents"},{"id":"2502.20689","title":"WiseMind: a knowledge-guided multi-agent framework for accurate and empathetic psychiatric diagnosis","created":"2025-02-28","cited_by_count":4,"area":"agents"},{"id":"2504.11301","title":"Learning to Be A Doctor: Searching for Effective Medical Agent Architectures","created":"2025-04-15","cited_by_count":4,"area":"agents"},{"id":"2508.21803","title":"Automated Clinical Problem Detection from SOAP Notes using a Collaborative Multi-Agent LLM Architecture","created":"2025-08-29","cited_by_count":4,"area":"agents"},{"id":"2606.01961","title":"AutoMedBench: Towards Medical AutoResearch with Agentic AI Models","created":"2026-06-01","cited_by_count":4,"area":"agents"},{"id":"2606.02568","title":"ClinEnv: An Interactive Multi-Stage Long Horizon EHR Environment for Agents","created":"2026-06-01","cited_by_count":4,"area":"agents"},{"id":"2505.03785","title":"mAIstro: an open-source multi-agentic system for automated end-to-end development of radiomics and deep learning models for medical imaging","created":"2025-04-30","cited_by_count":3,"area":"agents"},{"id":"2508.14357","title":"Organ-Agents: Virtual Human Physiology Simulator via LLMs","created":"2025-08-20","cited_by_count":3,"area":"agents"},{"id":"2509.13011","title":"A Visualized Framework for Event Cooperation with Generative Agents","created":"2025-09-16","cited_by_count":3,"area":"agents"},{"id":"2511.15061","title":"Beyond GeneGPT: A Multi-Agent Architecture with Open-Source LLMs for Enhanced Genomic Question Answering","created":"2025-11-19","cited_by_count":3,"area":"agents"},{"id":"2601.13268","title":"Improving the Safety and Trustworthiness of Medical AI via Multi-Agent Evaluation Loops","created":"2026-01-19","cited_by_count":3,"area":"agents"},{"id":"2602.08013","title":"Small Agent Group is the Future of Digital Health","created":"2026-02-08","cited_by_count":3,"area":"agents"},{"id":"2604.12262","title":"CascadeDebate: Multi-Agent Deliberation for Cost-Aware LLM Cascades","created":"2026-04-14","cited_by_count":3,"area":"agents"},{"id":"2605.10286","title":"AgentRx: A Benchmark Study of LLM Agents for Multimodal Clinical Prediction Tasks","created":"2026-05-11","cited_by_count":3,"area":"agents"},{"id":"2605.11269","title":"gwBenchmarks: Stress-Testing LLM Agents on High-Precision Gravitational Wave Astronomy","created":"2026-05-11","cited_by_count":3,"area":"agents"},{"id":"2505.23055","title":"CDR-Agent: Intelligent Selection and Execution of Clinical Decision Rules Using Large Language Model Agents","created":"2025-05-29","cited_by_count":2,"area":"agents"},{"id":"2507.02616","title":"DynamiCare: A Dynamic Multi-Agent Framework for Interactive and Open-Ended Medical Decision-Making","created":"2025-07-03","cited_by_count":2,"area":"agents"},{"id":"2603.25322","title":"AD-CARE: A Guideline-grounded, Modality-agnostic LLM Agent for Real-world Alzheimer's Disease Diagnosis with Multi-cohort Assessment, Fairness Analysis, and Reader Study","created":"2026-03-26","cited_by_count":2,"area":"agents"},{"id":"2604.05116","title":"Uncertainty-Guided Latent Diagnostic Trajectory Learning for Sequential Clinical Diagnosis","created":"2026-04-06","cited_by_count":2,"area":"agents"},{"id":"2605.14113","title":"ProtoMedAgent: Multimodal Clinical Interpretability via Privacy-Aware Agentic Workflows","created":"2026-05-13","cited_by_count":2,"area":"agents"},{"id":"2607.15845","title":"Knowledge-Centric Agents for Workflow Generation in ComfyUI","created":"2026-07-17","cited_by_count":2,"area":"agents"},{"id":"2505.21757","title":"BehaviorSFT: Behavioral Token Conditioning for Clinical Agents Across the Proactivity Spectrum","created":"2025-05-27","cited_by_count":1,"area":"agents"},{"id":"2507.12261","title":"Infherno: End-to-end Agent-based FHIR Resource Synthesis from Free-form Clinical Notes","created":"2025-07-16","cited_by_count":1,"area":"agents"},{"id":"2507.21188","title":"Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs","created":"2025-07-27","cited_by_count":1,"area":"agents"},{"id":"2510.02325","title":"Agentic-AI Healthcare: Multilingual, Privacy-First Framework with MCP Agents","created":"2025-09-25","cited_by_count":1,"area":"agents"},{"id":"2512.11147","title":"MiniScope: A Least Privilege Framework for Authorizing Tool Calling Agents","created":"2025-12-11","cited_by_count":1,"area":"agents"},{"id":"2601.22324","title":"Automatic Construction of Clinical Scoring Systems with LLM Agents","created":"2026-01-29","cited_by_count":1,"area":"agents"},{"id":"2602.04813","title":"Agentic AI in Healthcare & Medicine: A Seven-Dimensional Taxonomy for Empirical Evaluation of LLM-based Agents","created":"2026-02-04","cited_by_count":1,"area":"agents"},{"id":"2602.18460","title":"The Doctor Will (Still) See You Now: On the Structural Limits of Agentic AI in Healthcare","created":"2026-02-06","cited_by_count":1,"area":"agents"},{"id":"2603.06902","title":"Empowering Locally Deployable Medical Agent via State Enhanced Logical Skills for FHIR-based Clinical Tasks","created":"2026-03-06","cited_by_count":1,"area":"agents"},{"id":"2603.22892","title":"VLGOR: Visual-Language Knowledge Guided Offline Reinforcement Learning for Generalizable Agents","created":"2026-03-24","cited_by_count":1,"area":"agents"},{"id":"2605.02916","title":"From Synthesis to Clinical Assistance: A Strategy-Aware Agent Framework for Autism Intervention based on Real Clinical Dataset","created":"2026-04-09","cited_by_count":1,"area":"agents"},{"id":"2605.03476","title":"CuraView: A Multi-Agent Framework for Medical Hallucination Detection with GraphRAG-Enhanced Knowledge Verification","created":"2026-05-05","cited_by_count":1,"area":"agents"},{"id":"2607.05055","title":"Toward Trustworthy Large Language Model Agents in Healthcare","created":"2026-07-06","cited_by_count":1,"area":"agents"},{"id":"2502.06842","title":"Agentic AI for Scaling Diagnosis and Care in Neurodegenerative Disease","created":"2025-02-06","cited_by_count":0,"area":"agents"},{"id":"2602.18650","title":"NutriOrion: A Hierarchical Multi-Agent Framework for Personalized Nutrition Intervention Grounded in Clinical Guidelines","created":"2026-02-20","cited_by_count":0,"area":"agents"},{"id":"2603.03881","title":"On the Suitability of LLM-Driven Agents for Dark Pattern Audits","created":"2026-03-04","cited_by_count":0,"area":"agents"},{"id":"2603.11872","title":"ELISA: An Interpretable Hybrid Generative AI Agent for Expression-Grounded Discovery in Single-Cell Genomics","created":"2026-03-12","cited_by_count":0,"area":"agents"},{"id":"2603.28360","title":"CoE: Collaborative Entropy for Uncertainty Quantification in Agentic Multi-LLM Systems","created":"2026-03-30","cited_by_count":0,"area":"agents"},{"id":"2603.28393","title":"Within the MDT Room: Situated in Multidisciplinary Team-Grounded Agent Debate for Clinical Diagnosis","created":"2026-03-30","cited_by_count":0,"area":"agents"},{"id":"2604.00085","title":"One Panel Does Not Fit All: Case-Adaptive Multi-Agent Deliberation for Clinical Prediction","created":"2026-03-31","cited_by_count":0,"area":"agents"},{"id":"2604.06203","title":"Front-End Ethics for Sensor-Fused Health Conversational Agents: An Ethical Design Space for Biometrics","created":"2026-03-14","cited_by_count":0,"area":"agents"},{"id":"2604.13206","title":"Numerical Instability and Chaos: Quantifying the Unpredictability of Large Language Models","created":"2026-04-14","cited_by_count":0,"area":"agents"},{"id":"2605.06028","title":"Multi-agent decision making: A Blackwell's informativeness approach","created":"2026-05-07","cited_by_count":0,"area":"agents"},{"id":"2605.08257","title":"Research on Security Enhancement Methods for Adversarial Robust Large Language Model Intelligent Agents for Medical Decision-Making Tasks","created":"2026-05-07","cited_by_count":0,"area":"agents"},{"id":"2605.16269","title":"Train the Trainers -- An Agentic AI Framework for Peer-Based Mental Health Support in Battlefield Environments","created":"2026-03-31","cited_by_count":0,"area":"agents"},{"id":"2605.17694","title":"Do LLM Agents Mirror Socio-Cognitive Effects in Power-Asymmetric Conversations?","created":"2026-05-17","cited_by_count":0,"area":"agents"},{"id":"2605.24699","title":"MDIA: A Multi-Agent Diagnostic Intelligence Pipeline on HealthBench Professional","created":"2026-05-23","cited_by_count":0,"area":"agents"}],"next_cursor":"100"}