{"total":45,"rows":[{"id":"2409.04109","title":"Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers","created":"2024-09-06","cited_by_count":363,"area":"agents"},{"id":"2401.03428","title":"Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects","created":"2024-01-07","cited_by_count":132,"area":"agents"},{"id":"2407.19354","title":"The Emerged Security and Privacy of LLM Agent: A Survey with Case Studies","created":"2024-07-28","cited_by_count":131,"area":"agents"},{"id":"2407.01603","title":"A Review of Large Language Models and Autonomous Agents in Chemistry","created":"2024-06-26","cited_by_count":99,"area":"agents"},{"id":"2507.14267","title":"DREAMS: Density Functional Theory Based Research Engine for Agentic Materials Simulation","created":"2025-07-18","cited_by_count":29,"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":"2402.14158","title":"TOOLVERIFIER: Generalization to New Tools via Self-Verification","created":"2024-02-21","cited_by_count":24,"area":"agents"},{"id":"2503.18492","title":"VeriSafe Agent: Safeguarding Mobile GUI Agent via Logic-based Action Verification","created":"2025-03-24","cited_by_count":22,"area":"agents"},{"id":"2312.11690","title":"Agent-based Learning of Materials Datasets from Scientific Literature","created":"2023-12-18","cited_by_count":15,"area":"agents"},{"id":"2603.12310","title":"VQQA: An Agentic Approach for Video Evaluation and Quality Improvement","created":"2026-03-12","cited_by_count":12,"area":"agents"},{"id":"2410.02511","title":"Stop Wandering, Find the Keys: LLMs Discriminate Key States for Efficient Multi-Agent Exploration","created":"2024-10-03","cited_by_count":9,"area":"agents"},{"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":"2503.04830","title":"Cite Before You Speak: Enhancing Context-Response Grounding in E-commerce Conversational LLM-Agents","created":"2025-03-05","cited_by_count":7,"area":"agents"},{"id":"2605.16217","title":"Argus: Evidence Assembly for Scalable Deep Research Agents","created":"2026-05-15","cited_by_count":6,"area":"agents"},{"id":"2508.08139","title":"Can LLMs Detect Their Confabulations? Estimating Reliability in Uncertainty-Aware Language Models","created":"2025-08-11","cited_by_count":5,"area":"agents"},{"id":"2607.00038","title":"Stop Hand-Holding Your Coding Agent: Engineering the Loops that Replace Step-by-Step Prompting","created":"2026-06-28","cited_by_count":5,"area":"agents"},{"id":"2603.10060","title":"Tool Receipts, Not Zero-Knowledge Proofs: Practical Hallucination Detection for AI Agents","created":"2026-03-09","cited_by_count":4,"area":"agents"},{"id":"2603.26182","title":"ClinicalAgents: Multi-Agent Orchestration for Clinical Decision Making with Dual-Memory","created":"2026-03-27","cited_by_count":4,"area":"agents"},{"id":"2608.14588","title":"The Hallucination Snowball: Modeling Error Propagation as State Transitions in Multi-Agent LLM Pipelines","created":"2026-06-22","cited_by_count":4,"area":"agents"},{"id":"2510.03879","title":"Adversarial Agent Collaboration for Correctness Improvements of C to Safe Rust Translation","created":"2025-10-04","cited_by_count":3,"area":"agents"},{"id":"2608.23283","title":"Apodex 1.1: Scaling Agentic Intelligence for Complex Work","created":"2026-08-24","cited_by_count":2,"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":"2602.16898","title":"MALLVI: A Multi-Agent Framework for Integrated Generalized Robotics Manipulation","created":"2026-02-18","cited_by_count":1,"area":"agents"},{"id":"2603.23909","title":"DUPLEX: Agentic Dual-System Planning via LLM-Driven Information Extraction","created":"2026-03-25","cited_by_count":1,"area":"agents"},{"id":"2604.14401","title":"Credo: Declarative Control of LLM Pipelines via Beliefs and Policies","created":"2026-04-15","cited_by_count":1,"area":"agents"},{"id":"2607.01061","title":"Agentic generation of verifiable rules for deterministic, self-expanding reaction classification","created":"2026-07-01","cited_by_count":1,"area":"agents"},{"id":"2607.02520","title":"AutoResearch: An Execution-Grounded Multi-Agent Framework for Reliable Research Workflow Automation","created":"2026-05-04","cited_by_count":1,"area":"agents"},{"id":"2506.01367","title":"MMD-Flagger: Leveraging Maximum Mean Discrepancy to Detect Hallucinations","created":"2025-06-02","cited_by_count":0,"area":"agents"},{"id":"2510.02669","title":"AutoMaAS: Self-Evolving Multi-Agent Architecture Search for Large Language Models","created":"2025-10-03","cited_by_count":0,"area":"agents"},{"id":"2512.02405","title":"WISE: Weighted Iterative Society-of-Experts for Robust Multimodal Multi-Agent Debate","created":"2025-12-02","cited_by_count":0,"area":"agents"},{"id":"2603.14417","title":"Questionnaire Responses Do not Capture the Safety of AI Agents","created":"2026-03-15","cited_by_count":0,"area":"agents"},{"id":"2603.15260","title":"AGCD: Agent-Guided Cross-Modal Decoding for Weather Forecasting","created":"2026-03-16","cited_by_count":0,"area":"agents"},{"id":"2603.25097","title":"ElephantBroker: A Knowledge-Grounded Cognitive Runtime for Trustworthy AI Agents","created":"2026-03-26","cited_by_count":0,"area":"agents"},{"id":"2604.08291","title":"VCAO: Verifier-Centered Agentic Orchestration for Strategic OS Vulnerability Discovery","created":"2026-04-09","cited_by_count":0,"area":"agents"},{"id":"2604.17487","title":"Answer Only as Precisely as Justified: Calibrated Claim-Level Specificity Control for Agentic Systems","created":"2026-04-19","cited_by_count":0,"area":"agents"},{"id":"2605.06522","title":"Agentic AIs Are the Missing Paradigm for Out-of-Distribution Generalization in Foundation Models","created":"2026-05-07","cited_by_count":0,"area":"agents"},{"id":"2605.12240","title":"No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents","created":"2026-05-12","cited_by_count":0,"area":"agents"},{"id":"2606.16603","title":"VeriGraph: Towards Verifiable Data-Analytic Agents","created":"2026-06-15","cited_by_count":0,"area":"agents"},{"id":"2608.23282","title":"From Natural Language Policies to Executable Obligations: A Verification Harness for Dependable In-Car LLM Agents","created":"2026-08-24","cited_by_count":0,"area":"agents"},{"id":"2609.28812","title":"Signals of AI Hallucination: Designing Hallucination-Aware Cues for Embodied Conversational Agents in VR","created":"2026-09-23","cited_by_count":0,"area":"agents"},{"id":"2609.36855","title":"When Upstream Messages Override Correct Answers: A Controlled Study of Multi-Agent LLM Collaboration","created":"2026-09-29","cited_by_count":0,"area":"agents"},{"id":"2610.02739","title":"Beyond Correctness: Resolving Underspecification in Agentic Text-to-SQL","created":"2026-10-02","cited_by_count":0,"area":"agents"},{"id":"2610.04074","title":"IdeaScientist: Orchestrating Agents for Grounded Scientific Ideation","created":"2026-10-02","cited_by_count":0,"area":"agents"},{"id":"2610.14683","title":"Triage-PiEvo: Evidence Admission for Principle-Evolving Scientific Agents","created":"2026-10-10","cited_by_count":0,"area":"agents"},{"id":"2610.16141","title":"Phantom Merge: When Your Large Language Model Agents Pick One but Tell You About Another","created":"2026-10-12","cited_by_count":0,"area":"agents"}],"next_cursor":null}