Ruizhou Ding

Regularizing Activation Distribution for Training Binarized Deep Networks

Ruizhou Ding, Ting-Wu Chin, Zeye Liu et al. · 2019 · 161 citations

Computing, Computer Engineering, Computer Science +15

Single-Path NAS: Designing Hardware-Efficient ConvNets in Less Than 4 Hours

Dimitrios Stamoulis, Ruizhou Ding, Di Wang et al. · Lecture notes in computer science · 2020 · 45 citations · Full text

Computing, Computer Engineering, Computer Science +14

Quantized deep neural networks for energy efficient hardware-based inference

Ruizhou Ding, Zeye Liu, R.D. Blanton et al. · 2018 23rd Asia and South Pacific Design Automation Conference (ASP-DAC) · 2018 · 40 citations

Computing, Computer Engineering, Computer Science +12

AdaScale: Towards Real-time Video Object Detection Using Adaptive Scaling

Ting-Wu Chin, Ruizhou Ding, Diana Marculescu · arXiv (Cornell University) · 2019 · 39 citations · Full text

Computing, Autonomous Systems, Computer Science +12

Single-Path Mobile AutoML: Efficient ConvNet Design and NAS Hyperparameter Optimization

Dimitrios Stamoulis, Ruizhou Ding, Di Wang et al. · arXiv (Cornell University) · 2019 · 34 citations · Full text

Computing, Computer Engineering, Computer Science +16