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Xiaolin Xu

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TBNet: A Neural Architectural Defense Framework Facilitating DNN Model Protection in Trusted Execution Environments

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May 07, 2024
Ziyu Liu, Tong Zhou, Yukui Luo, Xiaolin Xu

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Scheduled Knowledge Acquisition on Lightweight Vector Symbolic Architectures for Brain-Computer Interfaces

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Mar 18, 2024
Yejia Liu, Shijin Duan, Xiaolin Xu, Shaolei Ren

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LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference

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Sep 30, 2023
Hongwu Peng, Ran Ran, Yukui Luo, Jiahui Zhao, Shaoyi Huang, Kiran Thorat, Tong Geng, Chenghong Wang, Xiaolin Xu, Wujie Wen, Caiwen Ding

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AutoReP: Automatic ReLU Replacement for Fast Private Network Inference

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Aug 20, 2023
Hongwu Peng, Shaoyi Huang, Tong Zhou, Yukui Luo, Chenghong Wang, Zigeng Wang, Jiahui Zhao, Xi Xie, Ang Li, Tony Geng, Kaleel Mahmood, Wujie Wen, Xiaolin Xu, Caiwen Ding

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VertexSerum: Poisoning Graph Neural Networks for Link Inference

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Aug 02, 2023
Ruyi Ding, Shijin Duan, Xiaolin Xu, Yunsi Fei

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NNSplitter: An Active Defense Solution to DNN Model via Automated Weight Obfuscation

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Apr 28, 2023
Tong Zhou, Yukui Luo, Shaolei Ren, Xiaolin Xu

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MetaLDC: Meta Learning of Low-Dimensional Computing Classifiers for Fast On-Device Adaption

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Feb 23, 2023
Yejia Liu, Shijin Duan, Xiaolin Xu, Shaolei Ren

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RRNet: Towards ReLU-Reduced Neural Network for Two-party Computation Based Private Inference

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Feb 22, 2023
Hongwu Peng, Shanglin Zhou, Yukui Luo, Nuo Xu, Shijin Duan, Ran Ran, Jiahui Zhao, Shaoyi Huang, Xi Xie, Chenghong Wang, Tong Geng, Wujie Wen, Xiaolin Xu, Caiwen Ding

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PolyMPCNet: Towards ReLU-free Neural Architecture Search in Two-party Computation Based Private Inference

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Sep 20, 2022
Hongwu Peng, Shanglin Zhou, Yukui Luo, Shijin Duan, Nuo Xu, Ran Ran, Shaoyi Huang, Chenghong Wang, Tong Geng, Ang Li, Wujie Wen, Xiaolin Xu, Caiwen Ding

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SDFE-LV: A Large-Scale, Multi-Source, and Unconstrained Database for Spotting Dynamic Facial Expressions in Long Videos

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Sep 18, 2022
Xiaolin Xu, Yuan Zong, Wenming Zheng, Yang Li, Chuangao Tang, Xingxun Jiang, Haolin Jiang

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