Siyue Wang
Siyue Wang
PhD Candidate of Computer Engineering, Northeastern University
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Defensive dropout for hardening deep neural networks under adversarial attacks
S Wang, X Wang, P Zhao, W Wen, D Kaeli, P Chin, X Lin
(Best Paper Candidate, ICCAD 2018) Proceedings of the International …, 2018
E-RNN: Design optimization for efficient recurrent neural networks in FPGAs
Z Li, C Ding, S Wang, W Wen, Y Zhuo, C Liu, Q Qiu, W Xu, X Lin, X Qian, ...
(HPCA 2019) IEEE International Symposium on High Performance Computer …, 2019
Aircraft recognition based on landmark detection in remote sensing images
A Zhao, K Fu, S Wang, J Zuo, Y Zhang, Y Hu, H Wang
IEEE Geoscience and Remote Sensing Letters 14 (8), 1413-1417, 2017
Fault sneaking attack: A stealthy framework for misleading deep neural networks
P Zhao, S Wang, C Gongye, Y Wang, Y Fei, X Lin
2019 56th ACM/IEEE Design Automation Conference (DAC), 1-6, 2019
Defending dnn adversarial attacks with pruning and logits augmentation
S Wang, X Wang, S Ye, P Zhao, X Lin
2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2018
Robust destriping of MODIS and hyperspectral data using a hybrid unidirectional total variation model
G Zhou, H Fang, C Lu, S Wang, Z Zuo, J Hu
Optik 126 (7-8), 838-845, 2015
Protecting neural networks with hierarchical random switching: Towards better robustness-accuracy trade-off for stochastic defenses
X Wang, S Wang, PY Chen, Y Wang, B Kulis, X Lin, P Chin
IJCAI 2019, 2019
J Wang, Y He, X Wang, X Yu, X Chen
arXiv preprint arXiv:1904.03280, 2019
RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition
P Dong, S Wang, W Niu, C Zhang, S Lin, Z Li, Y Gong, B Ren, X Lin, ...
DAC 2020, 2020
Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks
Y Wang, Z Zhan, L Zhao, J Tang, S Wang, J Li, B Yuan, W Wen, X Lin
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 2019) 33 …, 2019
Towards Query-Efficient Black-Box Adversary with Zeroth-Order Natural Gradient Descent
P Zhao, PY Chen, S Wang, X Lin
AAAI 2020, 2020
Combined calibration method based on rational function model for the Chinese GF-1 wide-field-of-view imagery
T Wang, G Zhang, Y Jiang, S Wang, W Huang, L Li
Photogrammetric Engineering & Remote Sensing 82 (4), 291-298, 2016
Effective classification of local climate zones based on multi-source remote sensing data
H Jing, Y Feng, W Zhang, Y Zhang, S Wang, K Fu, K Chen
IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019
Block Switching: A Stochastic Approach for Deep Learning Security
X Wang, S Wang, PY Chen, X Lin, P Chin
KDD 2019 AdvML workshop, 2020
A river channel extraction method for urban environments based on terrain transition lines
L Qin, W Xu, Y Tian, B Chen, S Wang
Water Resources Research 54 (7), 4887-4900, 2018
AdvMS: A Multi-source Multi-cost Defense Against Adversarial Attacks
X Wang, S Wang, PY Chen, X Lin, P Chin
ICASSP 2020, 2020
Aerial image and map synthesis using generative adversarial networks
J Gu, Y Zhang, W Zhang, H Yu, S Wang, Y Wang, L Wang
IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019
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