Information bottleneck based graph structural learning for OOD generalization

Yiyang Liu

doi:10.1016/j.ipm.2026.104691

2026-02-23

PRE

DOI：10.1016/j.ipm.2026.104691

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摘要

En 中文

• 我们提出了一种用于图OOD泛化的图结构学习方法。 • 我们设计了三个模块以缓解虚假相关和领域漂移。 • 我们进行了大量实验来证明我们的有效性。

Keyword:

graph structural learning

out-of-distribution generalization

information bottleneck

spurious correlations

domain shift

期刊

INFORMATION PROCESSING & MANAGEMENT

IF:

6.9

论文数:

369

被引数:

机构

college of computer science and technology

学者数:

302

论文数: 107

被引数: 0

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