{"total":16,"rows":[{"id":"2505.13259","title":"From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery","created":"2025-05-19","cited_by_count":93,"area":null},{"id":"2506.01372","title":"AI Scientists Fail Without Strong Implementation Capability","created":"2025-06-02","cited_by_count":21,"area":null},{"id":"2504.05804","title":"StealthRank: LLM Ranking Manipulation via Stealthy Prompt Optimization","created":"2025-04-08","cited_by_count":12,"area":null},{"id":"2606.12736","title":"Benchmarking AI Agents for Addressing Scientific Challenges Across Scales","created":"2026-06-10","cited_by_count":12,"area":null},{"id":"2412.15291","title":"A Large-Scale Simulation on Large Language Models for Decision-Making in Political Science","created":"2024-12-19","cited_by_count":10,"area":null},{"id":"2604.21937","title":"MolClaw: An Autonomous Agent with Hierarchical Skills for Drug Molecule Evaluation, Screening, and Optimization","created":"2026-04-02","cited_by_count":7,"area":null},{"id":"2606.22731","title":"Closed-loop Auto Research for Molecular Property Prediction: Discovering and Certifying Generalizable Improvements","created":"2026-06-22","cited_by_count":6,"area":null},{"id":"2506.12182","title":"Instruction Tuning and CoT Prompting for Contextual Medical QA with LLMs","created":"2025-06-13","cited_by_count":5,"area":null},{"id":"2508.16112","title":"IR-Agent: Expert-Inspired LLM Agents for Structure Elucidation from Infrared Spectra","created":"2025-08-22","cited_by_count":5,"area":null},{"id":"2510.24551","title":"Generative AI for Healthcare: Fundamentals, Challenges, and Perspectives","created":"2025-10-28","cited_by_count":3,"area":null},{"id":"2501.13824","title":"Can Hallucinations Help? Boosting LLMs for Drug Discovery","created":"2025-01-23","cited_by_count":2,"area":null},{"id":"2509.00684","title":"Valid Property-Enhanced Contrastive Learning for Targeted Optimization & Resampling for Novel Drug Design","created":"2025-08-31","cited_by_count":0,"area":null},{"id":"2604.02346","title":"DrugPlayGround: Benchmarking Large Language Models and Embeddings for Drug Discovery","created":"2026-02-11","cited_by_count":0,"area":null},{"id":"2604.19815","title":"Large Language Models Meet Biomedical Knowledge Graphs for Mechanistically Grounded Therapeutic Prioritization","created":"2026-04-17","cited_by_count":0,"area":null},{"id":"2607.02944","title":"A Precedent-Guided Co-Scientist for Side-Effect-Aware Drug Redesign","created":"2026-07-03","cited_by_count":0,"area":null},{"id":"2608.11483","title":"A Modular Agentic Framework for Synthetically Constrained Multi-Objective Hit-to-Lead Optimization","created":"2026-08-11","cited_by_count":0,"area":null}],"next_cursor":null}