Calibrate Graph Neural Networks under Out-of-Distribution Nodes via Deep Q-learning

Weili Shi, Xueying Yang, Xujiang Zhao, Haifeng Chen, Zhiqiang Tao, Sheng Li. Calibrate Graph Neural Networks under Out-of-Distribution Nodes via Deep Q-learning. In Ingo Frommholz, Frank Hopfgartner, Mark Lee 0001, Michael Oakes 0001, Mounia Lalmas, Min Zhang 0006, Rodrygo L. T. Santos, editors, Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023. pages 2270-2279, ACM, 2023. [doi]

Abstract

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