Data-centric computation mode for convolution in deep neural networks. - Peiqi Wang 001; Zhenyu Liu 001; Haixia Wang 001; Dongsheng Wang 002 (IJCNN, 2017)

SNrram: an efficient sparse neural network computation architecture based on resistive random-access memory. - Peiqi Wang 001; Yu Ji 002; Chi Hong; Yongqiang Lyu 001; Dongsheng Wang 002; Yuan Xie 001 (DAC, 2018)

HitNet: Hybrid Ternary Recurrent Neural Network. - Peiqi Wang 001; Xinfeng Xie; Lei Deng 003; Guoqi Li; Dongsheng Wang 002; Yuan Xie 001 (NeurIPS, 2018)

FPSA: A Full System Stack Solution for Reconfigurable ReRAM-based NN Accelerator Architecture. - Yu Ji 002; Youyang Zhang; Xinfeng Xie; Shuangchen Li; Peiqi Wang 001; Xing Hu 001; Youhui Zhang; Yuan Xie 001 (ASPLOS, 2019)

Programmable Neural Network Trojan for Pre-Trained Feature Extractor. - Yu Ji 002; Zixin Liu; Xing Hu 001; Peiqi Wang 001; Youhui Zhang (CoRR, 2019)

QGAN: Quantized Generative Adversarial Networks. - Peiqi Wang 001; Dongsheng Wang 002; Yu Ji 002; Xinfeng Xie; Haoxuan Song; XuXin Liu; Yongqiang Lyu 001; Yuan Xie 001 (CoRR, 2019)