Yukun Ding

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

Revisiting the Evaluation of Uncertainty Estimation and Its Application to Explore Model Complexity-Uncertainty Trade-Off

Yukun Ding, Jinglan Liu, Jinjun Xiong et al. · 2020 · 43 citations

Engineering, Machine Learning, Neural Network Predictions +24

Uncertainty-Aware Training of Neural Networks for Selective Medical Image Segmentation

Yukun Ding, Jinglan Liu, Xiaowei Xu et al. · Medical Imaging with Deep Learning · 2020 · 22 citations

Medical Image Segmentation, Engineering, Machine Learning +16

Hardware design and the competency awareness of a neural network

Yukun Ding, Weiwen Jiang, Qiuwen Lou et al. · Nature Electronics · 2020 · 21 citations

Artificial Intelligence, Engineering, Computer Design +10

On the Universal Approximability and Complexity Bounds of Quantized ReLU Neural Networks

Yukun Ding, Jinglan Liu, Jinjun Xiong et al. · arXiv (Cornell University) · 2018 · 18 citations · Full text