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Weizhe Hua
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Cited by
Year
Reverse engineering convolutional neural networks through side-channel information leaks
W Hua, Z Zhang, GE Suh
2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC), 1-6, 2018
1612018
Channel gating neural networks
W Hua, Y Zhou, CM De Sa, Z Zhang, GE Suh
Advances in Neural Information Processing Systems 32, 2019
1152019
Sinan: ML-based and QoS-aware resource management for cloud microservices
Y Zhang, W Hua, Z Zhou, GE Suh, C Delimitrou
Proceedings of the 26th ACM International Conference on Architectural …, 2021
40*2021
Boosting the performance of cnn accelerators with dynamic fine-grained channel gating
W Hua, Y Zhou, C De Sa, Z Zhang, GE Suh
Proceedings of the 52nd Annual IEEE/ACM International Symposium on …, 2019
372019
Secure information flow verification with mutable dependent types
A Ferraiuolo, W Hua, AC Myers, GE Suh
2017 54th ACM/EDAC/IEEE Design Automation Conference (DAC), 1-6, 2017
242017
Precision gating: Improving neural network efficiency with dynamic dual-precision activations
Y Zhang, R Zhao, W Hua, N Xu, GE Suh, Z Zhang
arXiv preprint arXiv:2002.07136, 2020
192020
GuardNN: Secure DNN accelerator for privacy-preserving deep learning
W Hua, M Umar, Z Zhang, GE Suh
arXiv preprint arXiv:2008.11632, 2020
122020
Analysis and design of delay lines for dynamic voltage scaling applications
RN Tadros, W Hua, M Gibiluka, MT Moreira, NLV Calazans, PA Beerel
2016 22nd IEEE International Symposium on Asynchronous Circuits and Systems …, 2016
102016
Low area, low power, robust, highly sensitive error detecting latch for resilient architectures
W Hua, RN Tadros, PA Beerel
Proceedings of the 2016 International Symposium on Low Power Electronics and …, 2016
92016
A low-power low-area error-detecting latch for resilient architectures in 28-nm FDSOI
RN Tadros, W Hua, MT Moreira, NLV Calazans, PA Beerel
IEEE Transactions on Circuits and Systems II: Express Briefs 63 (9), 858-862, 2016
92016
2 ps resolution, fine‐grained delay element in 28 nm FDSOI
W Hua, RN Tadros, P Beerel
Electronics letters 51 (23), 1848-1850, 2015
72015
Transformer quality in linear time
W Hua, Z Dai, H Liu, Q Le
International Conference on Machine Learning, 9099-9117, 2022
52022
BulletTrain: Accelerating robust neural network training via boundary example mining
W Hua, Y Zhang, C Guo, Z Zhang, GE Suh
Advances in Neural Information Processing Systems 34, 18527-18538, 2021
42021
MGX: near-zero overhead memory protection for data-intensive accelerators
W Hua, M Umar, Z Zhang, GE Suh
Proceedings of the 49th Annual International Symposium on Computer …, 2022
3*2022
Reverse Engineering CNN Models using Side-Channel Attacks
W Hua, Z Zhang, GE Suh
IEEE Design & Test, 2022
22022
SoftVN: efficient memory protection via software-provided version numbers
M Umar, W Hua, Z Zhang, GE Suh
Proceedings of the 49th Annual International Symposium on Computer …, 2022
2022
Structured Pruning is All You Need for Pruning CNNs at Initialization
Y Cai, W Hua, H Chen, GE Suh, C De Sa, Z Zhang
arXiv preprint arXiv:2203.02549, 2022
2022
GuardNN: Secure Accelerator Architecture for Privacy-Preserving Deep Learning
W Hua, M Umar, Z Zhang, GE Suh
2022
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