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LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference

Peng Hongwu ; Ran Ran ; Luo Yukui ; Zhao Jiahui ; Huang Shaoyi ; Thorat Kiran ; Geng Tong ; Wang Chenghong Wang ; Xu Xiaolin ; Wen Wujie ; et al ( December 2023 , 37th Conference on Neural Information Processing Systems (NeurIPS 2023))

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AutoReP: Automatic ReLU Replacement for Fast Private Network Inference

https://doi.org/10.1109/ICCV51070.2023.00478

Peng, Hongwu ; Huang, Shaoyi ; Zhou, Tong ; Luo, Yukui ; Wang, Chenghong ; Wang, Zigeng ; Zhao, Jiahui ; Xie, Xi ; Li, Ang ; Geng, Tony ; et al ( October 2023 , IEEE)

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PASNet: Polynomial Architecture Search Framework for Two-party Computation-based Secure Neural Network Deployment

https://doi.org/10.1109/DAC56929.2023.10247663

Peng, Hongwu ; Zhou, Shanglin ; Luo, Yukui ; Xu, Nuo ; Duan, Shijin ; Ran, Ran ; Zhao, Jiahui ; Wang, Chenghong ; Geng, Tong ; Wen, Wujie ; et al ( July 2023 , 2023 60th ACM/IEEE Design Automation Conference (DAC))

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