Bounded and Uniform Energy-based Out-of-distribution Detection for Graphs

Shenzhi Yang; Bin Liang; An Liu; Lin Gui; Xingkai Yao; Xiaofang Zhang

2024 ICML ICML 2024

Bounded and Uniform Energy-based Out-of-distribution Detection for Graphs

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Shenzhi Yang, Bin Liang, An Liu, Lin Gui, Xingkai Yao, Xiaofang Zhang

Topics

Artificial Intelligence > Core AI > AI Safety Machine Learning > Optimization & Theory > Neural Network Optimization Deep Learning > Architectures > Graph Neural Networks

Keywords

out-of-distribution detection logit shift energy based method bounded scores negative energy scores node-level ood

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