{"total":66,"rows":[{"id":"2402.09205","title":"Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents","created":"2024-02-14","cited_by_count":74,"area":"agents"},{"id":"2402.01881","title":"Large Language Model Agent for Hyper-Parameter Optimization","created":"2024-02-02","cited_by_count":64,"area":"agents"},{"id":"2506.15692","title":"MLE-STAR: Machine Learning Engineering Agent via Search and Targeted Refinement","created":"2025-05-27","cited_by_count":58,"area":"agents"},{"id":"2505.15155","title":"R&D-Agent-Quant: A Multi-Agent Framework for Data-Centric Factors and Model Joint Optimization","created":"2025-05-21","cited_by_count":43,"area":"agents"},{"id":"2504.09702","title":"MLRC-Bench: Can Language Agents Solve Machine Learning Research Challenges?","created":"2025-04-13","cited_by_count":28,"area":"agents"},{"id":"2311.10776","title":"Chemist-X: Large Language Model-empowered Agent for Reaction Condition Recommendation in Chemical Synthesis","created":"2023-11-16","cited_by_count":25,"area":"agents"},{"id":"2604.06550","title":"SkillSieve: A Hierarchical Triage Framework for Detecting Malicious AI Agent Skills","created":"2026-04-08","cited_by_count":20,"area":"agents"},{"id":"2509.20279","title":"A co-evolving agentic AI system for medical imaging analysis","created":"2025-09-24","cited_by_count":17,"area":"agents"},{"id":"2601.15778","title":"Agentic Confidence Calibration","created":"2026-01-22","cited_by_count":15,"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":"2604.14455","title":"AIBuildAI: An AI Agent for Automatically Building AI Models","created":"2026-04-15","cited_by_count":13,"area":"agents"},{"id":"2412.01547","title":"Improved Large Language Model Jailbreak Detection via Pretrained Embeddings","created":"2024-12-02","cited_by_count":10,"area":"agents"},{"id":"2603.11337","title":"RewardHackingAgents: Benchmarking Evaluation Integrity for LLM ML-Engineering Agents","created":"2026-03-11","cited_by_count":10,"area":"agents"},{"id":"2603.20179","title":"AI Agents Can Already Autonomously Perform Experimental High Energy Physics","created":"2026-03-20","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":"2504.10286","title":"Characterizing LLM-driven Social Network: The Chirper.ai Case","created":"2025-04-14","cited_by_count":9,"area":"agents"},{"id":"2602.01776","title":"Position: Beyond Model-Centric Prediction -- Agentic Time Series Forecasting","created":"2026-02-02","cited_by_count":9,"area":"agents"},{"id":"2305.10361","title":"Human Choice Prediction in Language-based Persuasion Games: Simulation-based Off-Policy Evaluation","created":"2023-05-17","cited_by_count":8,"area":"agents"},{"id":"2511.04032","title":"Detecting Silent Failures in Multi-Agentic AI Trajectories","created":"2025-11-06","cited_by_count":8,"area":"agents"},{"id":"2504.02800","title":"Survey and Experiments on Mental Disorder Detection via Social Media: From Large Language Models and RAG to Agents","created":"2025-04-03","cited_by_count":6,"area":"agents"},{"id":"2605.15206","title":"AgentStop: Terminating Local AI Agents Early to Save Energy in Consumer Devices","created":"2026-05-01","cited_by_count":6,"area":"agents"},{"id":"2411.17924","title":"AI2T: Building Trustable AI Tutors by Interactively Teaching a Self-Aware Learning Agent","created":"2024-11-26","cited_by_count":5,"area":"agents"},{"id":"2505.19205","title":"OptiMindTune: A Multi-Agent Framework for Intelligent Hyperparameter Optimization","created":"2025-05-25","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":"2601.17735","title":"ReFuGe: Feature Generation for Prediction Tasks on Relational Databases with LLM Agents","created":"2026-01-25","cited_by_count":3,"area":"agents"},{"id":"2604.09574","title":"Turing Test on Screen: A Benchmark for Mobile GUI Agent Humanization","created":"2026-02-24","cited_by_count":3,"area":"agents"},{"id":"2605.27873","title":"AIBuildAI-2: A Knowledge-Enhanced Agent for Automatically Building AI Models","created":"2026-05-27","cited_by_count":3,"area":"agents"},{"id":"2510.10661","title":"AGENTIQL: An Agent-Inspired Multi-Expert Framework for Text-to-SQL Generation","created":"2025-10-12","cited_by_count":2,"area":"agents"},{"id":"2510.19462","title":"AegisMCP: Online Graph Intrusion Detection for Tool-Augmented LLMs on Edge Devices","created":"2025-10-22","cited_by_count":2,"area":"agents"},{"id":"2511.15074","title":"Knowledge-Informed Automatic Feature Extraction via Collaborative Large Language Model Agents","created":"2025-11-19","cited_by_count":2,"area":"agents"},{"id":"2512.03549","title":"PARC: An Autonomous Self-Reflective Coding Agent for Robust Execution of Long-Horizon Tasks","created":"2025-12-03","cited_by_count":2,"area":"agents"},{"id":"2603.05764","title":"TML-Bench: Benchmark for Data Science Agents on Tabular ML Tasks","created":"2026-03-05","cited_by_count":2,"area":"agents"},{"id":"2604.07733","title":"CivBench: Progress-Based Evaluation for LLMs' Strategic Decision-Making in Civilization V","created":"2026-04-09","cited_by_count":2,"area":"agents"},{"id":"2605.07840","title":"RelAgent: LLM Agents as Data Scientists for Relational Learning","created":"2026-05-08","cited_by_count":2,"area":"agents"},{"id":"2606.00644","title":"ForeSci: Evaluating LLM Agents for Forward-Looking AI Research Judgment","created":"2026-05-30","cited_by_count":2,"area":"agents"},{"id":"2606.11625","title":"TimeRouter: Efficient and Adaptive Routing of Time-Series Foundation Models","created":"2026-06-10","cited_by_count":2,"area":"agents"},{"id":"2608.28632","title":"AutoScientist-Quant: Self-Evolving Coding Agents for Automatic Research in Quantitative Investment","created":"2026-08-05","cited_by_count":2,"area":"agents"},{"id":"2505.14727","title":"The Evolution of Alpha in Finance Harnessing Human Insight and LLM Agents","created":"2025-05-20","cited_by_count":1,"area":"agents"},{"id":"2509.26433","title":"ACT: Agentic Classification Tree","created":"2025-09-30","cited_by_count":1,"area":"agents"},{"id":"2601.17406","title":"Fingerprinting AI Coding Agents on GitHub","created":"2026-01-24","cited_by_count":1,"area":"agents"},{"id":"2602.00663","title":"SEISMO: Explanation-Aware, Trajectory-Conditioned LLM Agents for Sample-Efficient Molecular Optimisation","created":"2026-01-31","cited_by_count":1,"area":"agents"},{"id":"2602.14295","title":"Machine Learning as a Tool (MLAT): A Framework for Integrating Statistical ML Models as Callable Tools within LLM Agent Workflows","created":"2026-02-15","cited_by_count":1,"area":"agents"},{"id":"2602.23556","title":"Rudder: Steering Prefetching in Distributed GNN Training using LLM Agents","created":"2026-02-26","cited_by_count":1,"area":"agents"},{"id":"2603.03589","title":"stratum: A System Infrastructure for Massive Agent-Centric ML Workloads","created":"2026-03-03","cited_by_count":1,"area":"agents"},{"id":"2603.27766","title":"AutoStan: Autonomous Bayesian Model Improvement via Predictive Feedback","created":"2026-03-29","cited_by_count":1,"area":"agents"},{"id":"2605.05580","title":"AlphaCrafter: Harnessing Multi-Agent Workflows for Cross-Sectional Quantitative Trading","created":"2026-05-07","cited_by_count":1,"area":"agents"},{"id":"2606.08146","title":"SAGE: An LLM-driven Self Reflective Agentic Framework for Fraud Detection","created":"2026-06-06","cited_by_count":1,"area":"agents"},{"id":"2505.16455","title":"Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events","created":"2025-05-22","cited_by_count":0,"area":"agents"},{"id":"2508.16172","title":"Graph RAG as Human Choice Model: Building a Data-Driven Mobility Agent with Preference Chain","created":"2025-08-22","cited_by_count":0,"area":"agents"},{"id":"2511.23276","title":"Auditable Context-Aware HFMD Forecasting with Structured LLM Agents","created":"2025-11-28","cited_by_count":0,"area":"agents"},{"id":"2602.14251","title":"Multi-Agent Debate: A Unified Agentic Framework for Tabular Anomaly Detection","created":"2026-02-15","cited_by_count":0,"area":"agents"},{"id":"2604.20261","title":"Memory-Augmented LLM-based Multi-Agent System for Automated Feature Generation on Tabular Data","created":"2026-04-22","cited_by_count":0,"area":"agents"},{"id":"2605.23914","title":"VineLM: Trie-Based Fine-Grained Control for Agentic Workflows","created":"2026-04-09","cited_by_count":0,"area":"agents"},{"id":"2605.27361","title":"Natural Language Query to Configuration for Retrieval Agents","created":"2026-05-26","cited_by_count":0,"area":"agents"},{"id":"2606.02812","title":"Traj-Evolve: A Self-Evolving Multi-Agent System for Patient Trajectory Modeling in Lung Cancer Early Detection","created":"2026-06-01","cited_by_count":0,"area":"agents"},{"id":"2606.19795","title":"Agentic Electronic Design Automation: A Handoff Perspective","created":"2026-06-18","cited_by_count":0,"area":"agents"},{"id":"2607.13411","title":"Evaluating Frontier AI Agents as Autonomous Clinical Security Auditors","created":"2026-07-15","cited_by_count":0,"area":"agents"},{"id":"2608.00966","title":"AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints","created":"2026-08-02","cited_by_count":0,"area":"agents"},{"id":"2608.11679","title":"AgenticTwin: An Agentic LLM Framework Integrated with Digital Twin for Anomaly Detection","created":"2026-08-12","cited_by_count":0,"area":"agents"},{"id":"2608.15776","title":"ALKEMIE Agent: an autonomous platform for computational materials design","created":"2026-08-16","cited_by_count":0,"area":"agents"},{"id":"2608.21712","title":"ATHENA: Knowledge-guided agentic neural architecture search for AutoFormer-based electronic health record modeling","created":"2026-08-22","cited_by_count":0,"area":"agents"},{"id":"2608.26109","title":"Standalone LLM and a Pre-specified Agentic Pipeline for Explaining ICU Mortality Predictions: a Feasibility Study on the eICU Demo Dataset","created":"2026-05-21","cited_by_count":0,"area":"agents"},{"id":"2608.28944","title":"Oculi: A Conversational Agentic Platform for Automated Credit Risk Analysis","created":"2026-08-28","cited_by_count":0,"area":"agents"},{"id":"2609.27287","title":"SR-Fraud: An Outcome-Supervised Reflective LLM Agent Framework for Non-Stationary Payment Fraud Detection","created":"2026-09-23","cited_by_count":0,"area":"agents"},{"id":"2609.36556","title":"MAADBench: The Refreshable Paradigm for Anomaly Detection in Multi-Agent Systems","created":"2026-09-29","cited_by_count":0,"area":"agents"},{"id":"2610.05540","title":"SALUS: Automated Auditing of NL-to-SQL Benchmarks through Weak Supervision of Multi-Agent Output","created":"2026-10-04","cited_by_count":0,"area":"agents"}],"next_cursor":null}