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Haoyu Zheng · Yongqiang Zhang · Fangcheng Fu · Xiaokai Zhou · Hao Luo · Hongchao Zhu · Yuanyuan Zhu · Hao Wang · Xiao Yan · Jiawei Jiang
Hao Luo · Xiao Yan · Xinyan Li · Qiming Zeng · Yuhao Lin · Shanshan Feng · Hao Wang · Jiawei Jiang
Large Reasoning Models (LRMs) have achieved remarkable success on complex tasks by generating detailed Chain-of-Thought (CoT) reasoning. However, they tend to apply a uniform, computation-intensive deep reasoning strategy to all problems, leading to unnecessary overhead on simple tasks. This sign...
Ling Ding · Tianbai Lyu · Zhiliang Bi · Hao Wang · Shanshan Feng · Wei Yu