ProfessorsProfessors of North Eastern UniversitySiyue Wang

Siyue Wang

North Eastern University

H-index: 13

Asia-Thailand

About Siyue Wang

Siyue Wang, With an exceptional h-index of 13 and a recent h-index of 13 (since 2020), a distinguished researcher at North Eastern University, specializes in the field of Deep Learning, Adversarial Robustness, DNN Fingerprinting, Fault-tolerant Systems, Computer Vision.

His recent articles reflect a diverse array of research interests and contributions to the field:

EMShepherd: Detecting Adversarial Samples via Side-channel Leakage

Fault-Tolerant Deep Neural Networks for Processing-In-Memory based Autonomous Edge Systems

Towards Robust and Secure Deep Learning Models and Beyond

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

High-Robustness, Low-Transferability Fingerprinting of Neural Networks

Intrinsic examples: Robust fingerprinting of deep neural networks

MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge

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

Siyue Wang Information

University	North Eastern University
Position	PhD Candidate of Computer Engineering, Northeastern University
Citations(all)	620
Citations(since 2020)	600
Cited By	224
hIndex(all)	13
hIndex(since 2020)	13
i10Index(all)	14
i10Index(since 2020)	14
Email	Access Email
University Profile Page	North Eastern University
Google Scholar	View Google Scholar Profile

Siyue Wang Skills & Research Interests

Deep Learning

Adversarial Robustness

DNN Fingerprinting

Fault-tolerant Systems

Computer Vision

Top articles of Siyue Wang

Title	Journal	Author(s)	Publication Date
EMShepherd: Detecting Adversarial Samples via Side-channel Leakage		Ruyi Ding Cheng Gongye Siyue Wang A Adam Ding Yunsi Fei	2023/7/10
Fault-Tolerant Deep Neural Networks for Processing-In-Memory based Autonomous Edge Systems	DATE 2022	Siyue Wang Geng Yuan Xiaolong Ma Yanyu Li Xue Lin ...	2022/4/19
Towards Robust and Secure Deep Learning Models and Beyond		Siyue Wang	2022
Characteristic Examples: High-Robustness, Low-Transferability Fingerprinting of Neural Networks	International Joint Conferences on Artificial Intelligence Organization (IJCAI)	Siyue Wang Xiao Wang Pin-Yu Chen Pu Zhao Xue Lin	2021/8
High-Robustness, Low-Transferability Fingerprinting of Neural Networks	arXiv preprint arXiv:2105.07078	Siyue Wang Xiao Wang Pin-Yu Chen Pu Zhao Xue Lin	2021/5/14
Intrinsic examples: Robust fingerprinting of deep neural networks	British Machine Vision Conference (BMVC)	Siyue Wang Pu Zhao Xiao Wang Sang Chin Thomas Wahl ...	2021/1
MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge	Advances in Neural Information Processing Systems	Geng Yuan Xiaolong Ma Wei Niu Zhengang Li Zhenglun Kong ...	2021/12/6
Towards Query-Efficient Black-Box Adversary with Zeroth-Order Natural Gradient Descent	Proceedings of the AAAI Conference on Artificial Intelligence	Pu Zhao Pin-Yu Chen Siyue Wang Xue Lin	2020/4/3
Block Switching: A Stochastic Approach for Deep Learning Security	KDD Workshop 2019	Xiao Wang Siyue Wang Pin-Yu Chen Xue Lin Peter Chin	2020/2/18
AdvMS: A Multi-source Multi-cost Defense Against Adversarial Attacks	ICASSP 2020	Xiao Wang Siyue Wang Pin-Yu Chen Xue Lin Peter Chin	2020/2/19
RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition	DAC 2020	Peiyan Dong Siyue Wang Wei Niu Chengming Zhang Sheng Lin ...	2020/2/19