Siyue Wang

RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition

Peiyan Dong, Siyue Wang, Wei Niu et al. · 2020 · 53 citations

Engineering, Machine Learning, Computer Architecture +20

Protecting Neural Networks with Hierarchical Random Switching: Towards Better Robustness-Accuracy Trade-off for Stochastic Defenses

Xiao Wang, Siyue Wang, Pin‐Yu Chen et al. · 2019 · 49 citations · Full text

Engineering, Machine Learning, Evasion Technique +17

Towards Query-Efficient Black-Box Adversary with Zeroth-Order Natural Gradient Descent

Pu Zhao, Pin‐Yu Chen, Siyue Wang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 37 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

Defending DNN Adversarial Attacks with Pruning and Logits Augmentation

Siyue Wang, Xiao Wang, Shaokai Ye et al. · 2018 · 32 citations

Artificial Intelligence, Data Augmentation, Deep Neural Networks +14

Characteristic Examples: High-Robustness, Low-Transferability Fingerprinting of Neural Networks

Siyue Wang, Xiao Wang, Pin‐Yu Chen et al. · 2021 · 15 citations · Full text

Convolutional Neural Network, Deep Neural Networks, Machine Vision +15