{"total":15,"rows":[{"id":"2310.03302","title":"MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation","created":"2023-10-05","cited_by_count":366,"area":"agents"},{"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":"2410.04660","title":"KGARevion: An AI Agent for Knowledge-Intensive Biomedical QA","created":"2024-10-07","cited_by_count":20,"area":"agents"},{"id":"2411.07464","title":"BudgetMLAgent: A Cost-Effective LLM Multi-Agent system for Automating Machine Learning Tasks","created":"2024-11-12","cited_by_count":19,"area":"agents"},{"id":"2503.11301","title":"GNNs as Predictors of Agentic Workflow Performances","created":"2025-03-14","cited_by_count":17,"area":"agents"},{"id":"2604.05846","title":"AgentGL: Towards Agentic Graph Learning with LLMs via Reinforcement Learning","created":"2026-04-07","cited_by_count":4,"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":"2607.28990","title":"Scaling Scientific Discovery Environments for Turn-Level Agentic RL","created":"2026-07-31","cited_by_count":3,"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":"2605.17046","title":"1GC-7RC: One Graphic Card -- Seven Research Challenges! How Good Are AI Agents at Doing Your Job?","created":"2026-05-16","cited_by_count":1,"area":"agents"},{"id":"2609.09565","title":"Multi-Agent Agentic Graph Learning via Structural Signatures","created":"2026-09-09","cited_by_count":1,"area":"agents"},{"id":"2606.19501","title":"DeXposure-Claw: An Agentic System for DeFi Risk Supervision","created":"2026-06-17","cited_by_count":0,"area":"agents"},{"id":"2608.17471","title":"When AI Designs AI: Innovation or Imitation?","created":"2026-08-18","cited_by_count":0,"area":"agents"},{"id":"2609.39777","title":"GraphMAS: A Systematic Benchmark of Multi-Agent Coordination for Graph Learning","created":"2026-09-30","cited_by_count":0,"area":"agents"},{"id":"2610.18616","title":"Knowledge Graphs as Files: An Agent Harness Where Tool Creation and Tool Use Co-Evolve","created":"2026-10-13","cited_by_count":0,"area":"agents"}],"next_cursor":null}