作者位次 #4/5ICLR 2026Poster· Deep Learning / Everything Else
ResiliBench: Evaluating Agentic Workflow Adaptation in Stochastic Environments
Ruicheng Ao · Zeping Min · Tingyu Zhu · Wotao Yin · Xinshang Wang
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Ruicheng Ao · Zeping Min · Tingyu Zhu · Wotao Yin · Xinshang Wang
Jialin Liu · Lisang Ding · Stanley J Osher · Wotao Yin
Peter Chen · Xiaopeng Li · Ziniu Li · Wotao Yin · Xi Chen · Tianyi Lin
Wenyue Xu · Xu Wan · Wei Wang · Wenqi Huang · Wotao Yin · Shengjie Zhao · Mingyang Sun
The slow thinking paradigm has been widely validated to enhance the reasoning capabilities of Large Language Models (LLMs), but it introduces notable reasoning inefficiencies: models often overthink simple tasks while prematurely shifting their reasoning paths when addressing complex problems. To...