{"total":85,"rows":[{"id":"2506.11763","title":"DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents","created":"2025-06-13","cited_by_count":248,"area":"agents"},{"id":"2504.19678","title":"From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review","created":"2025-04-28","cited_by_count":149,"area":"lr"},{"id":"2508.14111","title":"From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery","created":"2025-08-18","cited_by_count":77,"area":"agents"},{"id":"2506.04133","title":"TRiSM for Agentic AI: A Review of Trust, Risk, and Security Management in LLM-based Agentic Multi-Agent Systems","created":"2025-06-04","cited_by_count":59,"area":"agents"},{"id":"2509.02208","title":"Baichuan-M2: Scaling Medical Capability with Large Verifier System","created":"2025-09-02","cited_by_count":59,"area":"lr"},{"id":"2504.21034","title":"SAGA: A Security Architecture for Governing AI Agentic Systems","created":"2025-04-27","cited_by_count":45,"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":"2505.00753","title":"LLM-Based Human-Agent Collaboration and Interaction Systems: A Survey","created":"2025-05-01","cited_by_count":29,"area":"agents"},{"id":"2506.04405","title":"MedAgentGym: A Scalable Agentic Training Environment for Code-Centric Reasoning in Biomedical Data Science","created":"2025-06-04","cited_by_count":23,"area":"lr"},{"id":"2505.16120","title":"LLM-Powered AI Agent Systems and Their Applications in Industry","created":"2025-05-22","cited_by_count":22,"area":"agents"},{"id":"2505.16229","title":"CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering","created":"2025-05-22","cited_by_count":21,"area":null},{"id":"2602.05073","title":"Uncertainty Quantification in LLM Agents: Foundations, Emerging Challenges, and Opportunities","created":"2026-02-04","cited_by_count":20,"area":"agents"},{"id":"2603.22868","title":"Agent-Sentry: Bounding LLM Agents via Execution Provenance","created":"2026-03-24","cited_by_count":15,"area":"agents"},{"id":"2505.23601","title":"EndoBench: A Comprehensive Evaluation of Multi-Modal Large Language Models for Endoscopy Analysis","created":"2025-05-29","cited_by_count":14,"area":"mllm"},{"id":"2509.23994","title":"Policy-as-Prompt: Turning AI Governance Rules into Guardrails for AI Agents","created":"2025-09-28","cited_by_count":14,"area":"safety"},{"id":"2510.04284","title":"Doctor-R1: Mastering Clinical Inquiry with Experiential Agentic Reinforcement Learning","created":"2025-10-05","cited_by_count":14,"area":"agents"},{"id":"2510.11108","title":"A Vision for Access Control in LLM-based Agent Systems","created":"2025-10-13","cited_by_count":14,"area":"agents"},{"id":"2601.12560","title":"Agentic Artificial Intelligence (AI): Architectures, Taxonomies, and Evaluation of Large Language Model Agents","created":"2026-01-18","cited_by_count":14,"area":"agents"},{"id":"2602.22680","title":"Toward Personalized LLM-Powered Agents: Foundations, Evaluation, and Future Directions","created":"2026-02-26","cited_by_count":14,"area":"agents"},{"id":"2509.21761","title":"Backdoor Attribution: Elucidating and Controlling Backdoor in Language Models","created":"2025-09-26","cited_by_count":10,"area":"safety"},{"id":"2511.01016","title":"Prompt-R1: Collaborative Automatic Prompting Framework via End-to-end Reinforcement Learning","created":"2025-11-02","cited_by_count":10,"area":"lr"},{"id":"2505.20824","title":"MedSentry: Understanding and Mitigating Safety Risks in Medical LLM Multi-Agent Systems","created":"2025-05-27","cited_by_count":9,"area":"agents"},{"id":"2506.04293","title":"AUTOCT: Automating Interpretable Clinical Trial Prediction with LLM Agents","created":"2025-06-04","cited_by_count":9,"area":null},{"id":"2506.09420","title":"A Call for Collaborative Intelligence: Why Human-Agent Systems Should Precede AI Autonomy","created":"2025-06-11","cited_by_count":9,"area":"agents"},{"id":"2509.12810","title":"H$^2$R: Hierarchical Hindsight Reflection for Multi-Task LLM Agents","created":"2025-09-16","cited_by_count":8,"area":"agents"},{"id":"2602.09305","title":"Reward Modeling for Reinforcement Learning-Based LLM Reasoning: Design, Challenges, and Evaluation","created":"2026-02-10","cited_by_count":7,"area":"lr"},{"id":"2511.20490","title":"MTBBench: A Multimodal Sequential Clinical Decision-Making Benchmark in Oncology","created":"2025-11-25","cited_by_count":6,"area":"lr"},{"id":"2605.23932","title":"When Correct Beliefs Collapse: Epistemic Resilience of LLMs under Clinical Pressure","created":"2026-04-23","cited_by_count":6,"area":null},{"id":"2606.00152","title":"PrivacyPeek: Auditing What LLM-Based Agents Acquire, Not Just What They Say","created":"2026-05-29","cited_by_count":6,"area":"agents"},{"id":"2510.22095","title":"Embracing Trustworthy Brain-Agent Collaboration as Paradigm Extension for Intelligent Assistive Technologies","created":"2025-10-25","cited_by_count":5,"area":"agents"},{"id":"2509.23379","title":"CCD: Mitigating Hallucinations in Radiology MLLMs via Clinical Contrastive Decoding","created":"2025-09-27","cited_by_count":4,"area":"mllm"},{"id":"2511.08866","title":"BioVerge: A Comprehensive Benchmark and Study of Self-Evaluating Agents for Biomedical Hypothesis Generation","created":"2025-11-12","cited_by_count":4,"area":"agents"},{"id":"2512.04578","title":"LexGenius: An Expert-Level Benchmark for Large Language Models in Legal General Intelligence","created":"2025-12-04","cited_by_count":4,"area":null},{"id":"2602.16891","title":"OpenSage: Self-programming Agent Generation Engine","created":"2026-02-18","cited_by_count":4,"area":"agents"},{"id":"2607.05441","title":"PORTS: Preference-Optimized Retrievers for Tool Selection with Large Language Models","created":"2026-07-03","cited_by_count":4,"area":"agents"},{"id":"2509.14778","title":"OpenLens AI: Fully Autonomous Research Agent for Health Infomatics","created":"2025-09-18","cited_by_count":3,"area":"agents"},{"id":"2510.17132","title":"Do LLMs Recognize Your Latent Preferences? A Benchmark for Latent Information Discovery in Personalized Interaction","created":"2025-10-20","cited_by_count":3,"area":null},{"id":"2510.24551","title":"Generative AI for Healthcare: Fundamentals, Challenges, and Perspectives","created":"2025-10-28","cited_by_count":3,"area":null},{"id":"2602.12285","title":"From Biased Chatbots to Biased Agents: Examining Role Assignment Effects on LLM Agent Robustness","created":"2026-01-21","cited_by_count":3,"area":"agents"},{"id":"2605.22566","title":"GraphFlow: A Graph-Based Workflow Management for Efficient LLM-Agent Serving","created":"2026-05-21","cited_by_count":3,"area":"lr"},{"id":"2606.25400","title":"BrainAgent: A Large Language Model-Driven Multi-Agent Framework for Autonomous Brain Signal Understanding","created":"2026-06-24","cited_by_count":3,"area":"agents"},{"id":"2504.03699","title":"Enhancing Clinical Decision-Making: Integrating Multi-Agent Systems with Ethical AI Governance","created":"2025-03-25","cited_by_count":2,"area":null},{"id":"2509.22250","title":"Safety Compliance: Rethinking LLM Safety Reasoning through the Lens of Compliance","created":"2025-09-26","cited_by_count":2,"area":"lr"},{"id":"2510.10454","title":"Traj-CoA: Patient Trajectory Modeling via Chain-of-Agents for Lung Cancer Risk Prediction","created":"2025-10-12","cited_by_count":2,"area":"lr"},{"id":"2510.17491","title":"Empowering Real-World: A Survey on the Technology, Practice, and Evaluation of LLM-driven Industry Agents","created":"2025-10-20","cited_by_count":2,"area":"lr"},{"id":"2511.14783","title":"Human or LLM as Standardized Patients? A Comparative Study for Medical Education","created":"2025-11-12","cited_by_count":2,"area":null},{"id":"2601.03725","title":"EDCO: Dynamic Curriculum Orchestration for Domain-specific Large Language Model Fine-tuning","created":"2026-01-07","cited_by_count":2,"area":null},{"id":"2602.14901","title":"Picking the Right Specialist: Attentive Neural Process-based Selection of Task-Specialized Models as Tools for Agentic Healthcare Systems","created":"2026-02-16","cited_by_count":2,"area":"agents"},{"id":"2603.11721","title":"When OpenClaw Meets Hospital: Toward an Agentic Operating System for Dynamic Clinical Workflows","created":"2026-03-12","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":"2604.06091","title":"Social Dynamics as Critical Vulnerabilities that Undermine Objective Decision-Making in LLM Collectives","created":"2026-04-07","cited_by_count":2,"area":null},{"id":"2606.10694","title":"REAL: A Reasoning-Enhanced Graph Framework for Long-Term Memory Management of LLMs","created":"2026-06-09","cited_by_count":2,"area":"lr"},{"id":"2606.16710","title":"Misinformation Propagation in Benign Multi-Agent Systems","created":"2026-06-15","cited_by_count":2,"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":"2508.04755","title":"Are Large Language Models Dynamic Treatment Planners? An In Silico Study from a Prior Knowledge Injection Angle","created":"2025-08-06","cited_by_count":1,"area":null},{"id":"2510.26550","title":"EdgeRunner 20B: Military Task Parity with GPT-5 while Running on the Edge","created":"2025-10-30","cited_by_count":1,"area":null},{"id":"2511.00588","title":"Diagnosing Hallucination Risk in AI Surgical Decision-Support: A Sequential Framework for Sequential Validation","created":"2025-11-01","cited_by_count":1,"area":"lr"},{"id":"2512.02966","title":"Lumos: Let there be Language Model System Certification","created":"2025-12-02","cited_by_count":1,"area":null},{"id":"2601.03627","title":"Evaluating the Pre-Consultation Ability of LLMs using Diagnostic Guidelines","created":"2026-01-07","cited_by_count":1,"area":null},{"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":"2602.22959","title":"Can Agents Distinguish Visually Hard-to-Separate Diseases in a Zero-Shot Setting? A Pilot Study","created":"2026-02-26","cited_by_count":1,"area":"mllm"},{"id":"2602.23005","title":"Managing Uncertainty in LLM-based Multi-Agent System Operation","created":"2026-02-26","cited_by_count":1,"area":"agents"},{"id":"2603.00777","title":"DUCX: Decomposing Unfairness in Tool-Using Chest X-ray Agents","created":"2026-02-28","cited_by_count":1,"area":null},{"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":"2604.23605","title":"Thinking Like a Clinician: A Cognitive AI Agent for Clinical Diagnosis via Panoramic Profiling and Adversarial Debate","created":"2026-04-26","cited_by_count":1,"area":"lr"},{"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":"2607.13099","title":"WaterMoE: Expert-Routing-based Watermarking for High Fidelity and Efficiency","created":"2026-07-14","cited_by_count":1,"area":"moe"},{"id":"2607.13940","title":"A Self-Evolving Agent for Longitudinal Personal Health Management","created":"2026-07-15","cited_by_count":1,"area":null},{"id":"2607.27942","title":"Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis","created":"2026-07-30","cited_by_count":1,"area":"agents"},{"id":"2608.23627","title":"From Triage to Discharge: A Survey of NLP Tasks, Methods, and Open Challenges in the Emergency Department","created":"2026-08-23","cited_by_count":1,"area":null},{"id":"2512.02043","title":"Mirror, Mirror on the Wall -- Which is the Best Model of Them All?","created":"2025-11-25","cited_by_count":0,"area":null},{"id":"2603.02097","title":"ClinConsensus: A Physician-Calibrated Benchmark for Evaluating Clinical Rubric Coverage in Chinese Medical LLMs","created":"2026-03-02","cited_by_count":0,"area":null},{"id":"2603.27150","title":"MediHive: A Decentralized Agent Collective for Medical Reasoning","created":"2026-03-28","cited_by_count":0,"area":"lr"},{"id":"2604.02678","title":"Eligibility-Aware Evidence Synthesis: An Agentic Framework for Clinical Trial Meta-Analysis","created":"2026-04-03","cited_by_count":0,"area":null},{"id":"2604.11312","title":"Collective Opinion Dynamics in Structured LLM Populations","created":"2026-04-13","cited_by_count":0,"area":null},{"id":"2604.18133","title":"Multi-Agent Systems: From Classical Paradigms to Large Foundation Model-Enabled Futures","created":"2026-04-20","cited_by_count":0,"area":"agents"},{"id":"2604.24186","title":"MultiDx: A Multi-Source Knowledge Integration Framework towards Diagnostic Reasoning","created":"2026-04-27","cited_by_count":0,"area":"lr"},{"id":"2605.05703","title":"Active Learning for Communication Structure Optimization in LLM-Based Multi-Agent Systems","created":"2026-05-07","cited_by_count":0,"area":"agents"},{"id":"2606.01094","title":"CAREAgent: Clinical Agent with Structured Reasoning and Tool-Integrated for Order Generation","created":"2026-05-31","cited_by_count":0,"area":null},{"id":"2607.20582","title":"Bayesian uncertainty estimation improves clinical decision making in medical AI agents","created":"2026-07-22","cited_by_count":0,"area":null},{"id":"2608.08199","title":"Persuasive and Compliant Tendencies Predict Group Decision-Making in Humans and Language Models","created":"2026-08-08","cited_by_count":0,"area":null},{"id":"2608.21864","title":"BioMed-Agent-RL: A Meta Learning, All You Need for Biomedical Applications","created":"2026-08-22","cited_by_count":0,"area":"agents"},{"id":"2609.05090","title":"Constructing and Evaluating Clinical Reasoning Trajectories for Medical Agent","created":"2026-09-04","cited_by_count":0,"area":"lr"},{"id":"2609.20095","title":"A Scalable Trust Discovery Architecture for the Internet of Agents","created":"2026-09-17","cited_by_count":0,"area":null},{"id":"2610.05778","title":"MedicalHarness: A Controlled Evaluation of LLMs and Agent Harnesses on Medical Tasks","created":"2026-10-05","cited_by_count":0,"area":"agents"}],"next_cursor":null}