一作ICLR 2026Poster· Deep Learning / Everything Else
Compositional Generalization from Learned Skills via CoT Training: A Theoretical and Structural Analysis for Reasoning
Xinhao Yao · Ruifeng Ren · Yun Liao · Lizhong Ding · Yong Liu
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Xinhao Yao · Ruifeng Ren · Yun Liao · Lizhong Ding · Yong Liu
Changhao Wang · Yunfeiyu · Xinhao Yao · Jiaolong Yang · Lu Yu · Junpeng Fang · Chaobo Li · Riccardo Cantoro · Qing Cui · JUN ZHOU
The scaling of Large Language Models (LLMs) is increasingly limited by data quality. Most methods handle data mixing and sample selection separately, which can break the structure in code corpora. We introduce UniGeM, a framework that unifies mixing and selection by treating data curation as a ma...