Xiuyi Lou

DTS: Enhancing Large Reasoning Models via Decoding Tree Sketching

Large Reasoning Models (LRMs) achieve remarkable inference-time improvements through parallel thinking. However, existing methods rely on redundant sampling of reasoning trajectories, failing to effectively explore the reasoning space to uncover high-quality solutions. To address these limitations, …