{"total":24,"rows":[{"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":"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":"2502.02871","title":"Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning","created":"2025-02-05","cited_by_count":33,"area":"lr"},{"id":"2505.14667","title":"SAFEPATH: Preventing Harmful Reasoning in Chain-of-Thought via Early Alignment","created":"2025-05-20","cited_by_count":24,"area":"lr"},{"id":"2505.06538","title":"Think in Safety: Unveiling and Mitigating Safety Alignment Collapse in Multimodal Large Reasoning Model","created":"2025-05-10","cited_by_count":19,"area":"lr"},{"id":"2505.24876","title":"Agent-X: Evaluating Deep Multimodal Reasoning in Vision-Centric Agentic Tasks","created":"2025-05-30","cited_by_count":19,"area":"lr"},{"id":"2601.01678","title":"HeurekaBench: A Benchmarking Framework for AI Co-scientist","created":"2026-01-04","cited_by_count":12,"area":"lr"},{"id":"2509.21193","title":"Eigen-1: Adaptive Multi-Agent Refinement with Monitor-Based RAG for Scientific Reasoning","created":"2025-09-25","cited_by_count":11,"area":"lr"},{"id":"2605.26087","title":"DiscoverPhysics: Benchmarking LLMs for Out-of-the-Box Scientific Thinking","created":"2026-05-25","cited_by_count":10,"area":"lr"},{"id":"2505.17244","title":"ReasoningShield: Safety Detection over Reasoning Traces of Large Reasoning Models","created":"2025-05-22","cited_by_count":9,"area":"lr"},{"id":"2505.21935","title":"From Reasoning to Learning: A Survey on Hypothesis Discovery and Rule Learning with Large Language Models","created":"2025-05-28","cited_by_count":5,"area":"lr"},{"id":"2608.31075","title":"Scaling Large Reasoning Models beyond Human Supervision: A Path toward Superintelligence","created":"2026-08-31","cited_by_count":5,"area":"lr"},{"id":"2602.11609","title":"scPilot: Large Language Model Reasoning Toward Automated Single-Cell Analysis and Discovery","created":"2026-02-12","cited_by_count":4,"area":"lr"},{"id":"2603.27646","title":"PRBench: End-to-end Paper Reproduction in Physics Research","created":"2026-03-29","cited_by_count":4,"area":"lr"},{"id":"2512.23328","title":"CubeBench: Diagnosing Interactive, Long-Horizon Spatial Reasoning Under Partial Observations","created":"2025-12-29","cited_by_count":3,"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":"2602.04919","title":"Gradually Compacting Large Language Models for Reasoning Like a Boiling Frog","created":"2026-02-04","cited_by_count":0,"area":"lr"},{"id":"2607.13220","title":"Networked Intelligence: Active Shared Context Graphs for Human-AI Team Science","created":"2026-07-14","cited_by_count":0,"area":"lr"},{"id":"2607.19336","title":"Agents in the Wild: Where Research Meets Deployment","created":"2026-07-21","cited_by_count":0,"area":"lr"},{"id":"2608.23898","title":"BenchBench-Protocol: Evaluating Real-World Wet-Lab Protocol Reasoning and Modification","created":"2026-08-24","cited_by_count":0,"area":"lr"},{"id":"2609.09203","title":"OpenDiscoveryTrace: Process Traces for Evaluating AI Scientist Workflows","created":"2026-09-05","cited_by_count":0,"area":"lr"},{"id":"2609.34537","title":"The Marathon of Scientific Reasoning: Robustness of Scientific Agents to Perturbations in Multi-Turn Interactions","created":"2026-09-28","cited_by_count":0,"area":"lr"},{"id":"2610.04915","title":"Are We Measuring Scientific Intelligence? Rethinking the Evaluation of AI Scientists","created":"2026-10-04","cited_by_count":0,"area":"lr"},{"id":"2610.20012","title":"ChemArgus: Automated Scientific Diagnostics for Lab-Grade Multimodal Chemistry Reasoning: A Frontier Benchmark","created":"2026-10-14","cited_by_count":0,"area":"lr"}],"next_cursor":null}