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Zhengyang Tang · Zihan Ye · Chenyu Huang · Xuhan Huang · Chengpeng Li · Sihang Li · Guanhua CHEN · Ming Yan · Zizhuo Wang · Hongyuan Zha · Dayiheng Liu · Benyou Wang
Jiaxi Bi · Tongxu Luo · Wenyu Du · Zhengyang Tang · Benyou Wang
Parallel reasoning enhances Large Reasoning Models (LRMs) but incurs prohibitive costs due to futile paths caused by early errors. To mitigate this, path pruning at the prefix level is essential, yet existing research remains fragmented without a standardized framework. In this work, we propose t...