Siyue Wang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 31

Top Topics

Speech Recognition

Pruning Methods

Stage Stochastic Programs

Top Venues

Publications

Chenan Wang, Pu Zhao, Siyue Wang, Xue Lin
Detection and Recovery Against Deep Neural Network Fault Injection Attacks Based on Contrastive Learning. CoRR (2024)
Jiacen Xu, Jack W. Stokes, Geoff McDonald, Xuesong Bai, David Marshall, Siyue Wang, Adith Swaminathan, Zhou Li
AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks. CoRR (2024)
Ruyi Ding, Cheng Gongye, Siyue Wang, A. Adam Ding, Yunsi Fei
EMShepherd: Detecting Adversarial Samples via Side-channel Leakage. AsiaCCS (2023)
Ruyi Ding, Cheng Gongye, Siyue Wang, Aidong Adam Ding, Yunsi Fei
EMShepherd: Detecting Adversarial Samples via Side-channel Leakage. CoRR (2023)
Siyue Wang, Geng Yuan, Xiaolong Ma, Yanyu Li, Xue Lin, Bhavya Kailkhura
Fault-Tolerant Deep Neural Networks for Processing-In-Memory based Autonomous Edge Systems. DATE (2022)
Geng Yuan, Xiaolong Ma, Wei Niu, Zhengang Li, Zhenglun Kong, Ning Liu, Yifan Gong, Zheng Zhan, Chaoyang He, Qing Jin, Siyue Wang, Minghai Qin, Bin Ren, Yanzhi Wang, Sijia Liu, Xue Lin
MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge. NeurIPS (2021)
Siyue Wang, Xiao Wang, Pin-Yu Chen, Pu Zhao, Xue Lin
High-Robustness, Low-Transferability Fingerprinting of Neural Networks. CoRR (2021)
Siyue Wang, Xiao Wang, Pin-Yu Chen, Pu Zhao, Xue Lin
Characteristic Examples: High-Robustness, Low-Transferability Fingerprinting of Neural Networks. IJCAI (2021)
Siyue Wang, Pu Zhao, Xiao Wang, Sang Chin, Thomas Wahl, Yunsi Fei, Qi Alfred Chen, Xue Lin
Intrinsic Examples: Robust Fingerprinting of Deep Neural Networks. BMVC (2021)
Geng Yuan, Xiaolong Ma, Wei Niu, Zhengang Li, Zhenglun Kong, Ning Liu, Yifan Gong, Zheng Zhan, Chaoyang He, Qing Jin, Siyue Wang, Minghai Qin, Bin Ren, Yanzhi Wang, Sijia Liu, Xue Lin
MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge. CoRR (2021)
Xiao Wang, Siyue Wang, Pin-Yu Chen, Xue Lin, Peter Chin
AdvMS: A Multi-source Multi-cost Defense Against Adversarial Attacks. CoRR (2020)
Peiyan Dong, Siyue Wang, Wei Niu, Chengming Zhang, Sheng Lin, Zhengang Li, Yifan Gong, Bin Ren, Xue Lin, Dingwen Tao
RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition. DAC (2020)
Pu Zhao, Pin-Yu Chen, Siyue Wang, Xue Lin
Towards Query-Efficient Black-Box Adversary with Zeroth-Order Natural Gradient Descent. AAAI (2020)
Pu Zhao, Pin-Yu Chen, Siyue Wang, Xue Lin
Towards Query-Efficient Black-Box Adversary with Zeroth-Order Natural Gradient Descent. CoRR (2020)
Xiao Wang, Siyue Wang, Pin-Yu Chen, Xue Lin, Sang Peter Chin
Block Switching: A Stochastic Approach for Deep Learning Security. CoRR (2020)
Peiyan Dong, Siyue Wang, Wei Niu, Chengming Zhang, Sheng Lin, Zhengang Li, Yifan Gong, Bin Ren, Xue Lin, Yanzhi Wang, Dingwen Tao
RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition. CoRR (2020)
Xiao Wang, Siyue Wang, Pin-Yu Chen, Xue Lin, Peter Chin
AdvMS: A Multi-Source Multi-Cost Defense Against Adversarial Attacks. ICASSP (2020)
Zhe Li, Caiwen Ding, Siyue Wang, Wujie Wen, Youwei Zhuo, Chang Liu, Qinru Qiu, Wenyao Xu, Xue Lin, Xuehai Qian, Yanzhi Wang
E-RNN: Design Optimization for Efficient Recurrent Neural Networks in FPGAs. HPCA (2019)
Xiao Wang, Siyue Wang, Pin-Yu Chen, Yanzhi Wang, Brian Kulis, Xue Lin, Sang Peter Chin
Protecting Neural Networks with Hierarchical Random Switching: Towards Better Robustness-Accuracy Trade-off for Stochastic Defenses. CoRR (2019)
Yanzhi Wang, Zheng Zhan, Liang Zhao, Jian Tang, Siyue Wang, Jiayu Li, Bo Yuan, Wujie Wen, Xue Lin
Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks. AAAI (2019)
Hao Jing, Yingchao Feng, Wenkai Zhang, Yue Zhang, Siyue Wang, Kun Fu, Kaiqiang Chen
Effective Classification of Local Climate Zones Based on Multi-Source Remote Sensing Data. IGARSS (2019)
Jun Gu, Yue Zhang, Wenkai Zhang, Hongfeng Yu, Siyue Wang, Yaoling Wang, Lei Wang
Aerial Image and Map Synthesis Using Generative Adversarial Networks. IGARSS (2019)
Pu Zhao, Siyue Wang, Cheng Gongye, Yanzhi Wang, Yunsi Fei, Xue Lin
Fault Sneaking Attack: a Stealthy Framework for Misleading Deep Neural Networks. CoRR (2019)
Pu Zhao, Siyue Wang, Cheng Gongye, Yanzhi Wang, Yunsi Fei, Xue Lin
Fault Sneaking Attack: a Stealthy Framework for Misleading Deep Neural Networks. DAC (2019)
Xiao Wang, Siyue Wang, Pin-Yu Chen, Yanzhi Wang, Brian Kulis, Xue Lin, Sang Peter Chin
Protecting Neural Networks with Hierarchical Random Switching: Towards Better Robustness-Accuracy Trade-off for Stochastic Defenses. IJCAI (2019)
Zhe Li, Caiwen Ding, Siyue Wang, Wujie Wen, Youwei Zhuo, Chang Liu, Qinru Qiu, Wenyao Xu, Xue Lin, Xuehai Qian, Yanzhi Wang
E-RNN: Design Optimization for Efficient Recurrent Neural Networks in FPGAs. CoRR (2018)
Siyue Wang, Xiao Wang, Pu Zhao, Wujie Wen, David R. Kaeli, Sang Peter Chin, Xue Lin
Defensive Dropout for Hardening Deep Neural Networks under Adversarial Attacks. CoRR (2018)
Yanzhi Wang, Zheng Zhan, Jiayu Li, Jian Tang, Bo Yuan, Liang Zhao, Wujie Wen, Siyue Wang, Xue Lin
On the Universal Approximation Property and Equivalence of Stochastic Computing-based Neural Networks and Binary Neural Networks. CoRR (2018)
Siyue Wang, Xiao Wang, Pu Zhao, Wujie Wen, David R. Kaeli, Sang Peter Chin, Xue Lin
Defensive dropout for hardening deep neural networks under adversarial attacks. ICCAD (2018)
Siyue Wang, Xiao Wang, Shaokai Ye, Pu Zhao, Xue Lin
Defending DNN Adversarial Attacks with Pruning and Logits Augmentation. GlobalSIP (2018)
An Zhao, Kun Fu, Siyue Wang, Jiawei Zuo, Yuhang Zhang, Yanfeng Hu, Hongqi Wang
Aircraft Recognition Based on Landmark Detection in Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 14 (8) (2017)