{"total":13,"rows":[{"id":"2510.00977","title":"It Takes Two: Your GRPO Is Secretly DPO","created":"2025-10-01","cited_by_count":26,"area":"lr"},{"id":"2603.12262","title":"Video Streaming Thinking: VideoLLMs Can Watch and Think Simultaneously","created":"2026-03-12","cited_by_count":22,"area":"lr"},{"id":"2603.13366","title":"Thinking in Uncertainty: Mitigating Hallucinations in MLRMs with Latent Entropy-Aware Decoding","created":"2026-03-09","cited_by_count":12,"area":"lr"},{"id":"2509.21854","title":"Perception-Consistency Multimodal Large Language Models Reasoning via Caption-Regularized Policy Optimization","created":"2025-09-26","cited_by_count":9,"area":"lr"},{"id":"2603.22847","title":"Rethinking Token-Level Policy Optimization for Multimodal Chain-of-Thought","created":"2026-03-24","cited_by_count":9,"area":"lr"},{"id":"2512.18215","title":"Stable and Efficient Single-Rollout RL for Multimodal Reasoning","created":"2025-12-20","cited_by_count":8,"area":"lr"},{"id":"2602.23306","title":"ThinkOmni: Lifting Textual Reasoning to Omni-modal Scenarios via Guidance Decoding","created":"2026-02-26","cited_by_count":7,"area":"lr"},{"id":"2510.01444","title":"Dual-Uncertainty Guided Policy Learning for Multimodal Reasoning","created":"2025-10-01","cited_by_count":5,"area":"lr"},{"id":"2512.12690","title":"Reassessing the Role of Supervised Fine-Tuning: An Empirical Study in VLM Reasoning","created":"2025-12-14","cited_by_count":5,"area":"lr"},{"id":"2602.21743","title":"Enhancing Multi-Modal LLMs Reasoning via Difficulty-Aware Group Normalization","created":"2026-02-25","cited_by_count":4,"area":"lr"},{"id":"2605.09262","title":"Reinforcing Multimodal Reasoning Against Visual Degradation","created":"2026-05-10","cited_by_count":2,"area":"lr"},{"id":"2609.07148","title":"Stable-MM-R1: Anchoring Multimodal Reasoning Dynamics via Entropy-Guided Stratification","created":"2026-09-07","cited_by_count":0,"area":"lr"},{"id":"2609.39168","title":"Reinforcing Multimodal Reasoning via Token-Level Perception-Grounded Advantage Estimation","created":"2026-09-30","cited_by_count":0,"area":"lr"}],"next_cursor":null}