ReLUPruner: Rethinking ReLU Importance with Taylor Expansion for Efficient Private Inference

Zhenpeng Li, Jinshuo Liu, Xinyan Wang, Lina Wang 0001, Jeff Z. Pan. ReLUPruner: Rethinking ReLU Importance with Taylor Expansion for Efficient Private Inference. 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 23328-23336, AAAI Press, 2026. [doi]

Abstract

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