一作ICLR 2026Poster· Deep Learning / Graph Neural Networks
Low-Rank Few-Shot Node Classification by Node-Level Graph Diffusion
Yancheng Wang · Chengshuai Zhao · Dongfang Sun · huan liu · Yingzhen Yang
效率与系统OpenReview
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Yancheng Wang · Chengshuai Zhao · Dongfang Sun · huan liu · Yingzhen Yang
Yancheng Wang · Osama Hanna · Ruiming Xie · Xianfeng Rui · Maohao Shen · Xuedong Zhang · Christian Fuegen · Jilong Wu · Debjyoti Paul · Arthur Guo · Zhihong Lei · Ozlem Kalinli · Qing He · Yingzhen Yang
Chengshuai Zhao · Zhen Tan · Pingchuan Ma · Dawei Li · Bohan Jiang · Yancheng Wang · Yingzhen Yang · huan liu
Chain-of-Thought (CoT) prompting has been shown to be effective in eliciting structured reasoning (i.e., CoT reasoning) from large language models (LLMs). Regardless of its popularity, recent studies expose its failures in some reasoning tasks, raising fundamental questions about the nature of Co...