{"total":40,"rows":[{"id":"2506.13131","title":"AlphaEvolve: A coding agent for scientific and algorithmic discovery","created":"2025-06-16","cited_by_count":867,"area":"agents"},{"id":"2509.24704","title":"MemGen: Weaving Generative Latent Memory for Self-Evolving Agents","created":"2025-09-29","cited_by_count":109,"area":"agents"},{"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":"2601.11893","title":"Taming Various Privilege Escalation in LLM-Based Agent Systems: A Mandatory Access Control Framework","created":"2026-01-17","cited_by_count":54,"area":"agents"},{"id":"2510.04550","title":"TRAJECT-Bench:A Trajectory-Aware Benchmark for Evaluating Agentic Tool Use","created":"2025-10-06","cited_by_count":51,"area":"agents"},{"id":"2605.18747","title":"Code as Agent Harness","created":"2026-05-18","cited_by_count":47,"area":"agents"},{"id":"2507.21206","title":"Agentic Web: Weaving the Next Web with AI Agents","created":"2025-07-28","cited_by_count":45,"area":"agents"},{"id":"2511.02230","title":"Continuum: Efficient and Robust Multi-Turn LLM Agent Scheduling with KV Cache Time-to-Live","created":"2025-11-04","cited_by_count":44,"area":"agents"},{"id":"2602.06052","title":"A Survey of Agent Memory in the Second Half: Towards Self-Evolving and Long-Horizon Agents","created":"2026-01-14","cited_by_count":44,"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":"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":"2505.15047","title":"PiFlow: Principle-Aware Scientific Discovery with Multi-Agent Collaboration","created":"2025-05-21","cited_by_count":28,"area":"agents"},{"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":"2607.09996","title":"Who&When Pro: Can LLMs Really Attribute Failures in AI Agents?","created":"2026-07-10","cited_by_count":18,"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":"2508.02276","title":"CellForge: Agentic Design of Virtual Cell Models","created":"2025-08-04","cited_by_count":13,"area":"agents"},{"id":"2510.09901","title":"Autonomous Agents for Scientific Discovery: Orchestrating Scientists, Language, Code, and Physics","created":"2025-10-10","cited_by_count":11,"area":"agents"},{"id":"2601.15075","title":"The Why Behind the Action: Unveiling Internal Drivers via Agentic Attribution","created":"2026-01-21","cited_by_count":11,"area":"agents"},{"id":"2505.09757","title":"Trustless Autonomy: Understanding Motivations, Benefits, and Governance Dilemmas in Self-Sovereign Decentralized AI Agents","created":"2025-05-14","cited_by_count":10,"area":"agents"},{"id":"2608.13940","title":"AI Research Preference Models","created":"2026-08-14","cited_by_count":10,"area":"agents"},{"id":"2602.11354","title":"ReplicatorBench: Benchmarking LLM Agents for Replicability in Social and Behavioral Sciences","created":"2026-02-11","cited_by_count":9,"area":"agents"},{"id":"2607.12747","title":"Tracing Agentic Failure from the Flow of Success","created":"2026-07-14","cited_by_count":8,"area":"agents"},{"id":"2608.16114","title":"HyperSkill: Self-Evolving LLM Agents via Hypergraph-Structured Skill Memory","created":"2026-08-17","cited_by_count":7,"area":"agents"},{"id":"2506.22653","title":"URSA: The Universal Research and Scientific Agent","created":"2025-06-27","cited_by_count":6,"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":"2603.29152","title":"SimMOF: AI agent for Automated MOF Simulations","created":"2026-03-31","cited_by_count":5,"area":"agents"},{"id":"2512.09108","title":"Evolving Excellence: Automated Optimization of LLM-based Agents","created":"2025-12-09","cited_by_count":4,"area":"agents"},{"id":"2602.01550","title":"S1-NexusAgent: a Self-Evolving Agent Framework for Multidisciplinary Scientific Research","created":"2026-02-02","cited_by_count":4,"area":"agents"},{"id":"2604.10938","title":"AgentWebBench: Benchmarking Multi-Agent Coordination in Agentic Web","created":"2026-04-13","cited_by_count":4,"area":"agents"},{"id":"2512.18202","title":"Sophia: A Persistent Agent Framework of Artificial Life","created":"2025-12-20","cited_by_count":3,"area":"agents"},{"id":"2604.01520","title":"LLM Agents as Social Scientists: A Human-AI Collaborative Platform for Social Science Automation","created":"2026-04-02","cited_by_count":3,"area":"agents"},{"id":"2604.21910","title":"From Research Question to Scientific Workflow: Leveraging Agentic AI for Science Automation","created":"2026-04-23","cited_by_count":3,"area":"agents"},{"id":"2602.14456","title":"Traceable Latent Variable Discovery Based on Multi-Agent Collaboration","created":"2026-02-16","cited_by_count":1,"area":"agents"},{"id":"2608.15008","title":"Harness the Memory: A Holistic Evaluation of Memory Substrates in Memory Agents","created":"2026-08-15","cited_by_count":1,"area":"agents"},{"id":"2603.15643","title":"GSI Agent: Domain Knowledge Enhancement for Large Language Models in Green Stormwater Infrastructure","created":"2026-03-03","cited_by_count":0,"area":"agents"},{"id":"2605.13618","title":"OpenAaaS: An Open Agent-as-a-Service Framework for Distributed Materials-Informatics Research","created":"2026-05-13","cited_by_count":0,"area":"agents"},{"id":"2608.14667","title":"Position: AI Agents in Scientific Teams Should Be Studied as Human-Agent Systems","created":"2026-08-02","cited_by_count":0,"area":"agents"},{"id":"2608.17501","title":"SGHA: Evidence-Grounded Research Problem Discovery with Local Language Models","created":"2026-08-18","cited_by_count":0,"area":"agents"},{"id":"2609.12345","title":"ParaRecover: A Process-Level Benchmark for Error Localization and Recovery in Parallel Tool-Use Agents","created":"2026-09-11","cited_by_count":0,"area":"agents"},{"id":"2609.34428","title":"AgentHop: A Diagnostic Benchmark for Agentic Multi-Hop Scientific Question Answering","created":"2026-09-28","cited_by_count":0,"area":"agents"}],"next_cursor":null}