2026
ReLUPruner: Rethinking ReLU Importance with Taylor Expansion for Efficient Private Inference
AAAI 2026technical
With the growing adoption of Machine-Learning-As-A-Service (MLaaS), Private Inference (PI) has emerged as a promising solution to address its security concerns through cryptographic techniques. However, nonlinear operations in neural networks account for most of the computational and communication o