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ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers


Nov 04, 2021
Husheng Han, Kaidi Xu, Xing Hu, Xiaobing Chen, Ling Liang, Zidong Du, Qi Guo, Yanzhi Wang, Yunji Chen

* Accepted at NeurIPS 2021 

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Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment


Aug 05, 2021
Jiaming Guo, Rui Zhang, Xishan Zhang, Shaohui Peng, Qi Yi, Zidong Du, Xing Hu, Qi Guo, Yunji Chen

* Accepted by IJCAI2021 

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Exploring Adversarial Attack in Spiking Neural Networks with Spike-Compatible Gradient


Jan 01, 2020
Ling Liang, Xing Hu, Lei Deng, Yujie Wu, Guoqi Li, Yufei Ding, Peng Li, Yuan Xie


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Comprehensive SNN Compression Using ADMM Optimization and Activity Regularization


Nov 03, 2019
Lei Deng, Yujie Wu, Yifan Hu, Ling Liang, Guoqi Li, Xing Hu, Yufei Ding, Peng Li, Yuan Xie


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FPSA: A Full System Stack Solution for Reconfigurable ReRAM-based NN Accelerator Architecture


Jan 28, 2019
Yu Ji, Youyang Zhang, Xinfeng Xie, Shuangchen Li, Peiqi Wang, Xing Hu, Youhui Zhang, Yuan Xie

* Accepted by ASPLOS 2019 

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Programmable Neural Network Trojan for Pre-Trained Feature Extractor


Jan 23, 2019
Yu Ji, Zixin Liu, Xing Hu, Peiqi Wang, Youhui Zhang


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Batch Normalization Sampling


Nov 02, 2018
Zhaodong Chen, Lei Deng, Guoqi Li, Jiawei Sun, Xing Hu, Xin Ma, Yuan Xie


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Dynamic Sparse Graph for Efficient Deep Learning


Oct 01, 2018
Liu Liu, Lei Deng, Xing Hu, Maohua Zhu, Guoqi Li, Yufei Ding, Yuan Xie


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Crossbar-aware neural network pruning


Jul 25, 2018
Ling Liang, Lei Deng, Yueling Zeng, Xing Hu, Yu Ji, Xin Ma, Guoqi Li, Yuan Xie


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