Yiyu Shi

Scaling for edge inference of deep neural networks

Xiaowei Xu, Yukun Ding, Xiaobo Sharon Hu et al. · Nature Electronics · 2018 · 456 citations

Convolutional Neural Network, Engineering, Machine Learning +5

Hardware/Software Co-Exploration of Neural Architectures

Weiwen Jiang, Lei Yang, Edwin H.‐M. Sha et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2020 · 144 citations

Artificial Intelligence, Engineering, Machine Learning +19

Accuracy vs. Efficiency

Weiwen Jiang, Xinyi Zhang, Edwin H.‐M. Sha et al. · 2019 · 125 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +24

Co-Exploration of Neural Architectures and Heterogeneous ASIC Accelerator Designs Targeting Multiple Tasks

Lei Yang, Zheyu Yan, Meng Li et al. · 2020 · 108 citations

Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation

Xiaowei Xu, Qing Lu, Lin Yang et al. · 2018 · 106 citations

New Quantization, Medical Image Segmentation, Engineering +23