{"total":34,"rows":[{"id":"2503.00096","title":"BixBench: a Comprehensive Benchmark for LLM-based Agents in Computational Biology","created":"2025-02-28","cited_by_count":89,"area":"agents"},{"id":"2503.11733","title":"LLM Agents for Education: Advances and Applications","created":"2025-03-14","cited_by_count":59,"area":"agents"},{"id":"2502.08586","title":"Commercial LLM Agents Are Already Vulnerable to Simple Yet Dangerous Attacks","created":"2025-02-12","cited_by_count":49,"area":"agents"},{"id":"2504.06196","title":"TxGemma: Efficient and Agentic LLMs for Therapeutics","created":"2025-04-08","cited_by_count":41,"area":"agents"},{"id":"2512.23880","title":"CASCADE: Cumulative Agentic Skill Creation through Autonomous Development and Evolution","created":"2025-12-29","cited_by_count":34,"area":"agents"},{"id":"2412.21154","title":"Aviary: training language agents on challenging scientific tasks","created":"2024-12-30","cited_by_count":26,"area":"agents"},{"id":"2506.22598","title":"RExBench: Can coding agents autonomously implement AI research extensions?","created":"2025-06-27","cited_by_count":18,"area":"agents"},{"id":"2508.02276","title":"CellForge: Agentic Design of Virtual Cell Models","created":"2025-08-04","cited_by_count":13,"area":"agents"},{"id":"2604.25256","title":"AutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery","created":"2026-04-28","cited_by_count":11,"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":"2606.24530","title":"NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers?","created":"2026-06-23","cited_by_count":10,"area":"agents"},{"id":"2608.05179","title":"Autonomous Research Agents: A Survey of AI Scientists and the Verification Gap","created":"2026-06-29","cited_by_count":9,"area":"agents"},{"id":"2510.06579","title":"TinyScientist: An Interactive, Extensible, and Controllable Framework for Building Research Agents","created":"2025-10-08","cited_by_count":8,"area":"agents"},{"id":"2604.17406","title":"EvoMaster: A Foundational Evolving Agent Framework for Agentic Science at Scale","created":"2026-04-19","cited_by_count":7,"area":"agents"},{"id":"2508.06569","title":"Operationalizing Serendipity: Multi-Agent AI Workflows for Enhanced Materials Characterization with Theory-in-the-Loop","created":"2025-08-07","cited_by_count":4,"area":"agents"},{"id":"2511.08217","title":"MADD: Multi-Agent Drug Discovery Orchestra","created":"2025-11-11","cited_by_count":4,"area":"agents"},{"id":"2511.19423","title":"Beyond Protein Language Models: An Agentic LLM Framework for Mechanistic Enzyme Design","created":"2025-11-24","cited_by_count":3,"area":"agents"},{"id":"2504.08752","title":"Patience is all you need! An agentic system for performing scientific literature review","created":"2025-03-28","cited_by_count":2,"area":"agents"},{"id":"2507.08038","title":"AblationBench: Evaluating Automated Planning of Ablations in Empirical AI Research","created":"2025-07-09","cited_by_count":2,"area":"agents"},{"id":"2604.22861","title":"IntrAgent: An LLM Agent for Content-Grounded Information Retrieval through Literature Review","created":"2026-04-23","cited_by_count":2,"area":"agents"},{"id":"2607.00597","title":"Multi-Turn Agentic Scientific Literature Search via Workflow Induction","created":"2026-07-01","cited_by_count":2,"area":"agents"},{"id":"2507.10522","title":"DeepResearch$^{\\text{Eco}}$: A Recursive Agentic Workflow for Complex Scientific Question Answering in Ecology","created":"2025-07-14","cited_by_count":1,"area":"agents"},{"id":"2606.31478","title":"One Reflection Is Not Enough: Self-Correcting Autonomous Research via Multi-Hypothesis Failure Attribution","created":"2026-06-30","cited_by_count":1,"area":"agents"},{"id":"2605.23382","title":"From Correctness to Preference: A Framework for Personalized Agentic Reinforcement Learning","created":"2026-05-22","cited_by_count":0,"area":"agents"},{"id":"2606.23403","title":"Litmus: Zero-Label, Code-Driven Metric Specification for Evaluating AI Systems","created":"2026-06-22","cited_by_count":0,"area":"agents"},{"id":"2607.03863","title":"Rethinking Scientific Discovery in the Agentic Era","created":"2026-07-04","cited_by_count":0,"area":"agents"},{"id":"2607.28229","title":"EMBL AI Librarian: Life-Sciences Knowledge Layer for AI Agents","created":"2026-07-30","cited_by_count":0,"area":"agents"},{"id":"2608.18034","title":"Deep Academic Survey: Stateful Agentic Closed-Loop Paradigm for Academic Survey Automation","created":"2026-08-18","cited_by_count":0,"area":"agents"},{"id":"2608.28631","title":"CrossAudit: A Git-Native, Cross-Vendor Audit Loop for Agentic Science","created":"2026-08-05","cited_by_count":0,"area":"agents"},{"id":"2610.04178","title":"SHarP: Saliency-based Pruning of Agent Harnesses","created":"2026-10-03","cited_by_count":0,"area":"agents"},{"id":"2610.04749","title":"Agentic discovery of blood biomarker from distilled private health records","created":"2026-10-03","cited_by_count":0,"area":"agents"},{"id":"2610.08364","title":"Transect: Retaining Observability for Long-Horizon LLM Agent Evaluations","created":"2026-10-06","cited_by_count":0,"area":"agents"},{"id":"2610.13361","title":"AgentSWE: Can Coding Agents Build the Agent You Actually Want?","created":"2026-10-09","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"}],"next_cursor":null}