Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Guangyu Sun

GNNSampler: Bridging the Gap between Sampling Algorithms of GNN and Hardware


Aug 26, 2021
Xin Liu, Mingyu Yan, Shuhan Song, Zhengyang Lv, Wenming Li, Guangyu Sun, Xiaochun Ye, Dongrui Fan

* 8 pages, 10 figures 

  Access Paper or Ask Questions

BlockGNN: Towards Efficient GNN Acceleration Using Block-Circulant Weight Matrices


Apr 13, 2021
Zhe Zhou, Bizhao Shi, Zhe Zhang, Yijin Guan, Guangyu Sun, Guojie Luo


  Access Paper or Ask Questions

ENAS4D: Efficient Multi-stage CNN Architecture Search for Dynamic Inference


Sep 19, 2020
Zhihang Yuan, Xin Liu, Bingzhe Wu, Guangyu Sun

* 6 figures 

  Access Paper or Ask Questions

S2DNAS:Transforming Static CNN Model for Dynamic Inference via Neural Architecture Search


Dec 17, 2019
Zhihang Yuan, Bingzhe Wu, Zheng Liang, Shiwan Zhao, Weichen Bi, Guangyu Sun


  Access Paper or Ask Questions

S2DNAS: Transforming Static CNN Model for Dynamic Inference via Neural Architecture Search


Nov 16, 2019
Zhihang Yuan, Bingzhe Wu, Zheng Liang, Shiwan Zhao, Weichen Bi, Guangyu Sun


  Access Paper or Ask Questions

Characterizing Membership Privacy in Stochastic Gradient Langevin Dynamics


Oct 05, 2019
Bingzhe Wu, Chaochao Chen, Shiwan Zhao, Cen Chen, Yuan Yao, Guangyu Sun, Li Wang, Xiaolu Zhang, Jun Zhou

* Under review of AAAI 2020 

  Access Paper or Ask Questions

Generalization in Generative Adversarial Networks: A Novel Perspective from Privacy Protection


Sep 25, 2019
Bingzhe Wu, Shiwan Zhao, ChaoChao Chen, Haoyang Xu, Li Wang, Xiaolu Zhang, Guangyu Sun, Jun Zhou

* Accepted by NeurIPS 2019 

  Access Paper or Ask Questions

Detection of Malfunctioning Smart Electricity Meter


Jul 26, 2019
Ming Liu, Dongpeng Liu, Guangyu Sun, Yi Zhao, Duolin Wang, Fangxing Liu, Xiang Fang, Qing He, Dong Xu


  Access Paper or Ask Questions

BAYHENN: Combining Bayesian Deep Learning and Homomorphic Encryption for Secure DNN Inference


Jun 03, 2019
Peichen Xie, Bingzhe Wu, Guangyu Sun

* accepted by IJCAI 2019 

  Access Paper or Ask Questions

P3SGD: Patient Privacy Preserving SGD for Regularizing Deep CNNs in Pathological Image Classification


May 30, 2019
Bingzhe Wu, Shiwan Zhao, Guangyu Sun, Xiaolu Zhang, Zhong Su, Caihong Zeng, Zhihong Liu

* Accepted by CVPR 2019 

  Access Paper or Ask Questions

G2C: A Generator-to-Classifier Framework Integrating Multi-Stained Visual Cues for Pathological Glomerulus Classification


Jun 30, 2018
Bingzhe Wu, Xiaolu Zhang, Shiwan Zhao, Lingxi Xie, Caihong Zeng, Zhihong Liu, Guangyu Sun


  Access Paper or Ask Questions

SRPGAN: Perceptual Generative Adversarial Network for Single Image Super Resolution


Dec 20, 2017
Bingzhe Wu, Haodong Duan, Zhichao Liu, Guangyu Sun


  Access Paper or Ask Questions