{"total":28,"rows":[{"id":"2509.20328","title":"Video models are zero-shot learners and reasoners","created":"2025-09-24","cited_by_count":220,"area":"lr"},{"id":"2504.19678","title":"From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review","created":"2025-04-28","cited_by_count":149,"area":"lr"},{"id":"2505.18705","title":"AI-Researcher: Autonomous Scientific Innovation","created":"2025-05-24","cited_by_count":100,"area":"lr"},{"id":"2506.18959","title":"From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents","created":"2025-06-23","cited_by_count":51,"area":"lr"},{"id":"2601.12538","title":"A Survey of Agentic Reasoning for Large Language Models: Towards Recursively Self-Improving and Collective Agents","created":"2026-01-18","cited_by_count":50,"area":"lr"},{"id":"2507.09477","title":"Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs","created":"2025-07-13","cited_by_count":42,"area":"lr"},{"id":"2502.06855","title":"Self-Supervised Prompt Optimization","created":"2025-02-07","cited_by_count":37,"area":"lr"},{"id":"2504.09772","title":"Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative Reasoning","created":"2025-04-14","cited_by_count":29,"area":"lr"},{"id":"2505.11556","title":"Systematic Failures in Collective Reasoning under Distributed Information in Multi-Agent LLMs","created":"2025-05-15","cited_by_count":19,"area":"lr"},{"id":"2602.14367","title":"InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem","created":"2026-02-16","cited_by_count":8,"area":"lr"},{"id":"2604.04503","title":"Memory Intelligence Agent","created":"2026-04-06","cited_by_count":7,"area":"lr"},{"id":"2603.03655","title":"Mozi: Governed Autonomy for Drug Discovery LLM Agents","created":"2026-03-04","cited_by_count":5,"area":"lr"},{"id":"2604.24198","title":"Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis","created":"2026-04-27","cited_by_count":5,"area":"lr"},{"id":"2508.19202","title":"Demystifying Scientific Problem-Solving in LLMs by Probing Knowledge and Reasoning","created":"2025-08-26","cited_by_count":4,"area":"lr"},{"id":"2510.11985","title":"CGBench: Benchmarking Language Model Scientific Reasoning for Clinical Genetics Research","created":"2025-10-13","cited_by_count":3,"area":"lr"},{"id":"2604.16778","title":"Federation over Text: Insight Sharing for Multi-Agent Reasoning","created":"2026-04-18","cited_by_count":3,"area":"lr"},{"id":"2508.03444","title":"An Auditable Agent Platform For Automated Molecular Optimisation","created":"2025-08-05","cited_by_count":2,"area":"lr"},{"id":"2510.17491","title":"Empowering Real-World: A Survey on the Technology, Practice, and Evaluation of LLM-driven Industry Agents","created":"2025-10-20","cited_by_count":2,"area":"lr"},{"id":"2602.00197","title":"Rank-and-Reason: Multi-Agent Collaboration Accelerates Zero-Shot Protein Mutation Prediction","created":"2026-01-30","cited_by_count":2,"area":"lr"},{"id":"2502.03253","title":"How do Humans and Language Models Reason About Creativity? A Comparative Analysis","created":"2025-02-05","cited_by_count":1,"area":"lr"},{"id":"2506.17462","title":"General-Purpose Robotic Navigation via LVLM-Orchestrated Perception, Reasoning, and Acting","created":"2025-06-20","cited_by_count":1,"area":"lr"},{"id":"2602.16839","title":"Training Large Reasoning Models Efficiently via Progressive Thought Encoding","created":"2026-02-18","cited_by_count":1,"area":"lr"},{"id":"2605.01489","title":"SciResearcher: Scaling Deep Research Agents for Frontier Scientific Reasoning","created":"2026-05-02","cited_by_count":1,"area":"lr"},{"id":"2606.08234","title":"SciTrace: Trajectory-Aware Safety Reasoning for Scientific Discovery Agents","created":"2026-06-06","cited_by_count":1,"area":"lr"},{"id":"2602.18918","title":"Early Evidence of Vibe-Proving with Consumer LLMs: A Case Study on Spectral Region Characterization with ChatGPT-5.2 (Thinking)","created":"2026-02-21","cited_by_count":0,"area":"lr"},{"id":"2606.26366","title":"Narration-of-Thought: Inference-Time Scaffolding for Defeasible Ethical Reasoning in Large Language Models","created":"2026-06-24","cited_by_count":0,"area":"lr"},{"id":"2607.08758","title":"Ideas Have Genomes: Benchmarking Scientific Lineage Reasoning and Lineage-Grounded Idea Generation","created":"2026-07-09","cited_by_count":0,"area":"lr"},{"id":"2610.18025","title":"SHELDON: Reasoning through Dual Search over Hypothesis and Observation Spaces","created":"2026-10-13","cited_by_count":0,"area":"lr"}],"next_cursor":null}