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Yi Cai
Yi Cai
Ph.D. student, Tsinghua University
Verified email at mails.tsinghua.edu.cn
Title
Cited by
Cited by
Year
Time: A training-in-memory architecture for memristor-based deep neural networks
M Cheng, L Xia, Z Zhu, Y Cai, Y Xie, Y Wang, H Yang
Proceedings of the 54th Annual Design Automation Conference 2017, 1-6, 2017
1372017
Edge learning using a fully integrated neuro-inspired memristor chip
W Zhang, P Yao, B Gao, Q Liu, D Wu, Q Zhang, Y Li, Q Qin, J Li, Z Zhu, ...
Science 381 (6663), 1205-1211, 2023
712023
TIME: A training-in-memory architecture for RRAM-based deep neural networks
M Cheng, L Xia, Z Zhu, Y Cai, Y Xie, Y Wang, H Yang
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2018
702018
Low bit-width convolutional neural network on RRAM
Y Cai, T Tang, L Xia, B Li, Y Wang, H Yang
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2019
552019
Long live time: improving lifetime for training-in-memory engines by structured gradient sparsification
Y Cai, Y Lin, L Xia, X Chen, S Han, Y Wang, H Yang
Proceedings of the 55th Annual Design Automation Conference, 1-6, 2018
512018
Enabling Secure in-Memory Neural Network Computing by Sparse Fast Gradient Encryption.
Y Cai, X Chen, L Tian, Y Wang, H Yang
ICCAD, 1-8, 2019
372019
An energy-efficient quantized and regularized training framework for processing-in-memory accelerators
H Sun, Z Zhu, Y Cai, X Chen, Y Wang, H Yang
2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC), 325-330, 2020
362020
Training low bitwidth convolutional neural network on RRAM
Y Cai, T Tang, L Xia, M Cheng, Z Zhu, Y Wang, H Yang
2018 23rd Asia and South Pacific Design Automation Conference (ASP-DAC), 117-122, 2018
292018
Enabling lower-power charge-domain nonvolatile in-memory computing with ferroelectric FETs
G Yin, Y Cai, J Wu, Z Duan, Z Zhu, Y Liu, Y Wang, H Yang, X Li
IEEE Transactions on Circuits and Systems II: Express Briefs 68 (7), 2262-2266, 2021
252021
Enabling secure nvm-based in-memory neural network computing by sparse fast gradient encryption
Y Cai, X Chen, L Tian, Y Wang, H Yang
IEEE Transactions on Computers 69 (11), 1596-1610, 2020
242020
Rescuing memristor-based computing with non-linear resistance levels
J Lin, L Xia, Z Zhu, H Sun, Y Cai, H Gao, M Cheng, X Chen, Y Wang, ...
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 407-412, 2018
142018
Security enhancement for rram computing system through obfuscating crossbar row connections
M Zou, Z Zhu, Y Cai, J Zhou, C Wang, Y Wang
2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 466-471, 2020
132020
Close: Curriculum learning on the sharing extent towards better one-shot nas
Z Zhou, X Ning, Y Cai, J Han, Y Deng, Y Dong, H Yang, Y Wang
European Conference on Computer Vision, 578-594, 2022
122022
Long live TIME: Improving lifetime and security for NVM-based training-in-memory systems
Y Cai, Y Lin, L Xia, X Chen, S Han, Y Wang, H Yang
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020
122020
Ensemble-in-One: Ensemble Learning within Random Gated Networks for Enhanced Adversarial Robustness
Y Cai, X Ning, H Yang, Y Wang
Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 14738 …, 2023
7*2023
Wesco: Weight-encoded reliability and security co-design for in-memory computing systems
J Zhang, C Wang, Y Cai, Z Zhu, D Kline, H Yang, Y Wang
2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 296-301, 2022
42022
MNSIM-TIME: Performance modeling framework for training-in-memory architectures
K Qiu, Z Zhu, Y Cai, H Sun, Y Wang, H Yang
2021 IEEE 3rd International Conference on Artificial Intelligence Circuits …, 2021
32021
Reliability-Aware Training and Performance Modeling for Processing-In-Memory Systems
H Sun, Z Zhu, Y Cai, S Zeng, K Qiu, Y Wang, H Yang
Proceedings of the 26th Asia and South Pacific Design Automation Conference …, 2021
32021
Memory-oriented structural pruning for efficient image restoration
X Shi, X Ning, L Guo, T Zhao, E Liu, Y Cai, Y Dong, H Yang, Y Wang
Proceedings of the AAAI Conference on Artificial Intelligence 37 (2), 2245-2253, 2023
12023
DeepGuiser: Learning to disguise neural architectures for impeding adversarial transfer attacks
Y Cai, C Wang, X Ning, Z Zhou, D Niu, H Yang, Y Wang
12023
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