Confidence May Cheat: Self-Training on Graph Neural Networks under Distribution Shift

Hongrui Liu, Binbin Hu, Xiao Wang 0017, Chuan Shi, Zhiqiang Zhang, Jun Zhou. Confidence May Cheat: Self-Training on Graph Neural Networks under Distribution Shift. In Frédérique Laforest, Raphaël Troncy, Elena Simperl, Deepak Agarwal, Aristides Gionis, Ivan Herman, Lionel Médini, editors, WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022. pages 1248-1258, ACM, 2022. [doi]

Abstract

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