{"total":63,"rows":[{"id":"2503.09567","title":"Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models","created":"2025-03-12","cited_by_count":384,"area":"lr"},{"id":"2502.17419","title":"From System 1 to System 2: A Survey of Reasoning Large Language Models","created":"2025-02-24","cited_by_count":320,"area":"lr"},{"id":"2505.15809","title":"MMaDA: Multimodal Large Diffusion Language Models","created":"2025-05-21","cited_by_count":250,"area":"diffusion"},{"id":"2503.24235","title":"A Survey on Test-Time Scaling in Large Language Models: What, How, Where, and How Well?","created":"2025-03-31","cited_by_count":223,"area":"lr"},{"id":"2509.02547","title":"The Landscape of Agentic Reinforcement Learning for LLMs: A Survey","created":"2025-09-02","cited_by_count":205,"area":"agents"},{"id":"2603.10165","title":"OpenClaw-RL: Train Any Agent Simply by Talking","created":"2026-03-10","cited_by_count":90,"area":"agents"},{"id":"2503.09501","title":"ReMA: Learning to Meta-think for LLMs with Multi-Agent Reinforcement Learning","created":"2025-03-12","cited_by_count":79,"area":"lr"},{"id":"2506.03136","title":"Co-Evolving LLM Coder and Unit Tester via Reinforcement Learning","created":"2025-06-03","cited_by_count":56,"area":null},{"id":"2506.18896","title":"ReasonFlux-PRM: Trajectory-Aware PRMs for Long Chain-of-Thought Reasoning in LLMs","created":"2025-06-23","cited_by_count":46,"area":"lr"},{"id":"2504.18875","title":"Generative to Agentic AI: Survey, Conceptualization, and Challenges","created":"2025-04-26","cited_by_count":33,"area":"agents"},{"id":"2510.11701","title":"Demystifying Reinforcement Learning in Agentic Reasoning","created":"2025-10-13","cited_by_count":33,"area":"lr"},{"id":"2506.14728","title":"AgentDistill: Training-Free Agent Distillation with Generalizable MCP Boxes","created":"2025-06-17","cited_by_count":30,"area":"agents"},{"id":"2505.15692","title":"TemplateRL: Structured Template-Guided Reinforcement Learning for LLM Reasoning","created":"2025-05-21","cited_by_count":28,"area":"lr"},{"id":"2507.04136","title":"A Technical Survey of Reinforcement Learning Techniques for Large Language Models","created":"2025-07-05","cited_by_count":21,"area":"lr"},{"id":"2505.02665","title":"A Survey of Slow Thinking-based Reasoning LLMs using Reinforced Learning and Inference-time Scaling Law","created":"2025-05-05","cited_by_count":19,"area":"lr"},{"id":"2502.12148","title":"HermesFlow: Seamlessly Closing the Gap in Multimodal Understanding and Generation","created":"2025-02-17","cited_by_count":18,"area":"mllm"},{"id":"2503.08275","title":"Beyond Outlining: Heterogeneous Recursive Planning for Adaptive Long-form Writing with Language Models","created":"2025-03-11","cited_by_count":16,"area":null},{"id":"2505.11827","title":"Not All Thoughts are Generated Equal: Efficient LLM Reasoning via Multi-Turn Reinforcement Learning","created":"2025-05-17","cited_by_count":16,"area":"lr"},{"id":"2505.19716","title":"Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting","created":"2025-05-26","cited_by_count":15,"area":"lr"},{"id":"2504.09923","title":"Guiding Reasoning in Small Language Models with LLM Assistance","created":"2025-04-14","cited_by_count":14,"area":"lr"},{"id":"2504.15780","title":"TrustGeoGen: Formal-Verified Data Engine for Trustworthy Multi-modal Geometric Problem Solving","created":"2025-04-22","cited_by_count":13,"area":"lr"},{"id":"2509.00084","title":"Learning to Refine: Self-Refinement of Parallel Reasoning in LLMs","created":"2025-08-27","cited_by_count":12,"area":"lr"},{"id":"2509.21743","title":"Retrieval-of-Thought: Efficient Reasoning via Reusing Thoughts","created":"2025-09-26","cited_by_count":12,"area":"lr"},{"id":"2602.17025","title":"WS-GRPO: Weakly-Supervised Group-Relative Policy Optimization for Rollout-Efficient Reasoning","created":"2026-02-19","cited_by_count":12,"area":"lr"},{"id":"2503.14495","title":"Temporal Consistency for LLM Reasoning Process Error Identification","created":"2025-03-18","cited_by_count":10,"area":"lr"},{"id":"2506.15211","title":"ProtoReasoning: Prototypes as the Foundation for Generalizable Reasoning in LLMs","created":"2025-06-18","cited_by_count":9,"area":"lr"},{"id":"2608.24876","title":"Recursive Experiential-Working Memory Evolution for Long-Horizon Agent Harnesses","created":"2026-08-25","cited_by_count":9,"area":"agents"},{"id":"2506.20729","title":"Test-time Scaling Techniques in Theoretical Physics -- A Comparison of Methods on the TPBench Dataset","created":"2025-06-25","cited_by_count":8,"area":"lr"},{"id":"2602.11683","title":"ThinkRouter: Efficient Reasoning via Routing Thinking between Latent and Discrete Spaces","created":"2026-02-12","cited_by_count":8,"area":"lr"},{"id":"2505.19501","title":"Toward Scientific Reasoning in LLMs: Training from Expert Discussions via Reinforcement Learning","created":"2025-05-26","cited_by_count":7,"area":"lr"},{"id":"2603.23234","title":"MemCollab: Cross-Model Memory Collaboration via Contrastive Trajectory Distillation","created":"2026-03-24","cited_by_count":7,"area":"agents"},{"id":"2604.01348","title":"Procedural Knowledge at Scale Improves Reasoning","created":"2026-04-01","cited_by_count":7,"area":"lr"},{"id":"2509.20868","title":"StyleBench: Evaluating thinking styles in Large Language Models","created":"2025-09-25","cited_by_count":5,"area":"lr"},{"id":"2510.16552","title":"LANPO: Bootstrapping Language and Numerical Feedback for Reinforcement Learning in LLMs","created":"2025-10-18","cited_by_count":5,"area":"synth"},{"id":"2511.07943","title":"Thinker: Training LLMs in Hierarchical Thinking for Deep Search via Multi-Turn Interaction","created":"2025-11-11","cited_by_count":5,"area":"lr"},{"id":"2507.19543","title":"Agent WARPP: Workflow Adherence via Runtime Parallel Personalization","created":"2025-07-23","cited_by_count":3,"area":"agents"},{"id":"2509.22315","title":"PRIME: Planning and Retrieval-Integrated Memory for Enhanced Reasoning","created":"2025-09-26","cited_by_count":3,"area":"lr"},{"id":"2510.04116","title":"Searching Meta Reasoning Skeleton to Guide LLM Reasoning","created":"2025-10-05","cited_by_count":3,"area":"lr"},{"id":"2510.07499","title":"When Thoughts Meet Facts: Reusable Reasoning for Long-Context LMs","created":"2025-10-08","cited_by_count":3,"area":"lr"},{"id":"2604.16243","title":"Find, Fix, Reason: Context Repair for Video Reasoning","created":"2026-04-17","cited_by_count":3,"area":"mllm"},{"id":"2609.15973","title":"Discovery Foundation Models: Toward Open-Ended Discovery Intelligence","created":"2026-09-14","cited_by_count":3,"area":null},{"id":"2504.09488","title":"Kongzi: A Historical Large Language Model with Fact Enhancement","created":"2025-04-13","cited_by_count":2,"area":null},{"id":"2505.07049","title":"DialogueReason: Rule-Based RL Sparks Dialogue Reasoning in LLMs","created":"2025-05-11","cited_by_count":2,"area":"lr"},{"id":"2506.17728","title":"KAG-Thinker: Interactive Thinking and Deep Reasoning in LLMs via Knowledge-Augmented Generation","created":"2025-06-21","cited_by_count":2,"area":"lr"},{"id":"2512.15089","title":"Beyond Fast and Slow: Cognitive-Inspired Elastic Reasoning for Large Language Models","created":"2025-12-17","cited_by_count":2,"area":"lr"},{"id":"2603.24093","title":"Towards Effective Experiential Learning: Dual Guidance for Utilization and Internalization","created":"2026-03-25","cited_by_count":2,"area":null},{"id":"2604.16278","title":"Learning to Reason with Insight for Informal Theorem Proving","created":"2026-04-17","cited_by_count":2,"area":"lr"},{"id":"2507.10182","title":"Breaking the Myth: Can Small Models Infer Postconditions Too?","created":"2025-07-14","cited_by_count":1,"area":null},{"id":"2510.09278","title":"CLARity: Reasoning Consistency Alone Can Teach Reinforced Experts","created":"2025-10-10","cited_by_count":1,"area":"lr"},{"id":"2510.13935","title":"Big Reasoning with Small Models: Instruction Retrieval at Inference Time","created":"2025-10-15","cited_by_count":1,"area":"lr"},{"id":"2512.05760","title":"Evolutionary System 2 Reasoning: An Empirical Proof","created":"2025-12-05","cited_by_count":1,"area":"lr"},{"id":"2601.08440","title":"Incentivizing Cardiologist-Like Reasoning in MLLMs for Interpretable Echocardiographic Diagnosis","created":"2026-01-13","cited_by_count":1,"area":"lr"},{"id":"2604.00130","title":"Hierarchical Chain-of-Thought: Enhancing LLM Reasoning Performance and Efficiency","created":"2026-03-31","cited_by_count":1,"area":"lr"},{"id":"2604.08690","title":"Skip-Connected Policy Optimization for Implicit Advantage","created":"2026-04-09","cited_by_count":1,"area":"lr"},{"id":"2605.04078","title":"Validity-Calibrated Reasoning Distillation","created":"2026-04-14","cited_by_count":1,"area":"lr"},{"id":"2606.04743","title":"TIDE: Proactive Multi-Problem Discovery via Template-Guided Iteration","created":"2026-06-03","cited_by_count":1,"area":null},{"id":"2606.08974","title":"Diverse Thinking Schemata Elicit Better Reasoning in Large Language Models","created":"2026-06-08","cited_by_count":1,"area":"lr"},{"id":"2607.06974","title":"MILES: Modular Instruction Memory with Learnable Selection for Self-Improving LLM Reasoning","created":"2026-07-08","cited_by_count":1,"area":"lr"},{"id":"2507.08501","title":"From Language to Logic: A Bi-Level Framework for Structured Reasoning","created":"2025-07-11","cited_by_count":0,"area":"lr"},{"id":"2605.07139","title":"Structural Rationale Distillation via Reasoning Space Compression","created":"2026-05-08","cited_by_count":0,"area":"lr"},{"id":"2605.18827","title":"Code-Guided Reasoning for Small Language Models: Evaluating Executable MCQA Scaffolds","created":"2026-05-12","cited_by_count":0,"area":"lr"},{"id":"2606.11470","title":"The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes","created":"2026-06-09","cited_by_count":0,"area":"lr"},{"id":"2609.33970","title":"On the Token Value Inequality in Efficient Reasoning","created":"2026-09-27","cited_by_count":0,"area":"lr"}],"next_cursor":null}