GIER: Addressing Class Imbalance in GNNs Through Experience Replay

Liu Yang, Chuyao Liu, Zidong Wang, Tingxuan Chen, Mengni Chen, Hongyu Zhang 0001. GIER: Addressing Class Imbalance in GNNs Through Experience Replay. In Sven Koenig, Chad Jenkins, Matthew E. Taylor, editors, Fortieth AAAI Conference on Artificial Intelligence, Thirty-Eighth Conference on Innovative Applications of Artificial Intelligence, Sixteenth Symposium on Educational Advances in Artificial Intelligence, AAAI 2026, Singapore, January 20-27, 2026. pages 16110-16118, AAAI Press, 2026. [doi]

Abstract

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