作者位次 #2/4ICML 2026Poster· Deep Learning / Algorithms
Exploring 3D Dataset Pruning
Xiaohan Zhao · Xinyi Shang · Jiacheng Liu · Zhiqiang Shen
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Xiaohan Zhao · Xinyi Shang · Jiacheng Liu · Zhiqiang Shen
Xinyi Shang · Peng Sun · Jingyu Lin · Zhiqiang Shen
Jiacheng Liu · Yaxin Luo · Jiacheng Cui · Xinyi Shang · Xiaohan Zhao · Zhiqiang Shen
Jingyu Lin · Xinyi Shang · Peng Sun · Cunjian Chen · Zhiqiang Shen
Jiacheng Yang · Ruichi Zhang · Chikai Shang · Mengke Li · Xinyi Shang · Junlong Gao · Yonggang Zhang · Yang Lu
Shihao Hou · Chikai Shang · Zhiheng Yang · Jiacheng Yang · Xinyi Shang · Junlong Gao · Yiqun Zhang · Yang Lu
Yaxin Luo · Jiacheng Cui · Xiaohan Zhao · Xinyi Shang · Jiacheng Liu · Xinyue Bi · Zhaoyi Li · Zhiqiang Shen
The pretraining data mixture of Large Language Models (LLMs) constitutes their “digital DNA”, shaping model behaviors, capabilities, and failure modes. Yet this composition is rarely disclosed, making post-hoc auditing of data combination or provenance difficult. In this work, we formalize \textb...