Shupeng Gui

Automatic Neural Network Compression by Sparsity-Quantization Joint Learning: A Constrained Optimization-Based Approach

Haichuan Yang, Shupeng Gui, Yuhao Zhu et al. · 2020 · 71 citations

Artificial Intelligence, Sparsity-quantization Joint Learning, Convolutional Neural Network +17

Model Compression with Adversarial Robustness: A Unified Optimization Framework

Shupeng Gui, Haotao N. Wang, Zhangyang Wang et al. · arXiv (Cornell University) · 2019 · 62 citations · Full text

Artificial Intelligence, Deep Model Compression, Model Size +13

Model Compression with Adversarial Robustness: A Unified Optimization\n Framework

Shupeng Gui, Haotao Wang, Chen Yu et al. · arXiv (Cornell University) · 2019 · 47 citations · Full text

Hierarchical Prototype Learning for Zero-Shot Recognition

Xingxing Zhang, Shupeng Gui, Zhenfeng Zhu et al. · IEEE Transactions on Multimedia · 2019 · 31 citations

Few-shot Learning, Engineering, Machine Learning +16

Once-for-All Adversarial Training: In-Situ Tradeoff between Robustness and Accuracy for Free

Haotao Wang, Tianlong Chen, Shupeng Gui et al. · arXiv (Cornell University) · 2020 · 21 citations · Full text

Artificial Intelligence, Data Augmentation, Engineering +15