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ORCIDYi Cai 0003
Person information
- affiliation: Tsinghua University, Beijing National Research Center for Information Science and Technology, BNRist, Beijing, China
- affiliation: Tsinghua University, Department of Electronic Engineering, Beijing, China
Other persons with the same name
- Yi Cai — disambiguation page
- Yi Cai 0001
![[0000-0002-9798-2463]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-9798-2463")
— South China University of Technology, School of Software Engineering, China (and 3 more) - Yi Cai 0002 — ZTE Inc., Morristown, USA
- Yi Cai 0004 — Case Western Reserve University, Department of Electrical Engineering and Computer Science, Cleveland, OH, USA
- Yi Cai 0005 — Freie Universität Berlin, Germany (and 1 more)
- Yi Cai 0006 — Harbin Institute of Technology, Department of Electronic Engineering, Shenzhen, China
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2020 – today
- 2025
[j6]Chen Bai, Xuechao Wei, Youwei Zhuo, Yi Cai, Hongzhong Zheng, Bei Yu, Yuan Xie:
Klotski v2: Improved DNN Model Orchestration Framework for Dataflow Architecture Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 44(3): 1045-1058 (2025)- 2023
- [c15]Xiangsheng Shi, Xuefei Ning, Lidong Guo, Tianchen Zhao, Enshu Liu, Yi Cai, Yuhan Dong, Huazhong Yang, Yu Wang:
Memory-Oriented Structural Pruning for Efficient Image Restoration. AAAI 2023: 2245-2253 - [c14]Yi Cai, Xuefei Ning, Huazhong Yang, Yu Wang:
Ensemble-in-One: Ensemble Learning within Random Gated Networks for Enhanced Adversarial Robustness. AAAI 2023: 14738-14747 - [c13]Chen Bai, Xuechao Wei, Youwei Zhuo, Yi Cai, Hongzhong Zheng, Bei Yu, Yuan Xie:
Klotski: DNN Model Orchestration Framework for Dataflow Architecture Accelerators. ICCAD 2023: 1-9 - 2022
- [c12]Zixuan Zhou, Xuefei Ning, Yi Cai, Jiashu Han, Yiping Deng, Yuhan Dong, Huazhong Yang, Yu Wang:
CLOSE: Curriculum Learning on the Sharing Extent Towards Better One-Shot NAS. ECCV (20) 2022: 578-594 - [c11]Jiangwei Zhang, Chong Wang, Yi Cai, Zhenhua Zhu, Donald Kline, Huazhong Yang, Yu Wang:
WESCO: Weight-encoded Reliability and Security Co-design for In-memory Computing Systems. ISVLSI 2022: 296-301 - [i3]Zixuan Zhou, Xuefei Ning, Yi Cai, Jiashu Han, Yiping Deng, Yuhan Dong, Huazhong Yang, Yu Wang:
CLOSE: Curriculum Learning On the Sharing Extent Towards Better One-shot NAS. CoRR abs/2207.07868 (2022) - 2021
- [j5]Guodong Yin, Yi Cai, Juejian Wu, Zhengyang Duan, Zhenhua Zhu, Yongpan Liu, Yu Wang, Huazhong Yang, Xueqing Li:
Enabling Lower-Power Charge-Domain Nonvolatile In-Memory Computing With Ferroelectric FETs. IEEE Trans. Circuits Syst. II Express Briefs 68(7): 2262-2266 (2021) - [c10]Kaizhong Qiu, Zhenhua Zhu, Yi Cai, Hanbo Sun, Yu Wang, Huanzhong Yang:
MNSIM-TIME: Performance Modeling Framework for Training-In-Memory Architectures. AICAS 2021: 1-4 - [c9]Hanbo Sun, Zhenhua Zhu, Yi Cai, Shulin Zeng, Kaizhong Qiu, Yu Wang, Huazhong Yang:
Reliability-Aware Training and Performance Modeling for Processing-In-Memory Systems. ASP-DAC 2021: 847-852 - [c8]Shulin Zeng, Guohao Dai, Hanbo Sun, Jun Liu, Hongren Zheng, Yusong Wu, Fan Zhang, Xinhao Yang, Yi Cai, Yu Wang, Huazhong Yang:
3M-AI: A Multi-task and Multi-core Virtualization Framework for Multi-FPGA AI Systems in the Cloud. FPGA 2021: 228 - [i2]Guodong Yin, Yi Cai, Juejian Wu, Zhengyang Duan, Zhenhua Zhu, Yongpan Liu, Yu Wang, Huazhong Yang, Xueqing Li:
Enabling Lower-Power Charge-Domain Nonvolatile In-Memory Computing with Ferroelectric FETs. CoRR abs/2102.01442 (2021) - [i1]Yi Cai, Xuefei Ning, Huazhong Yang, Yu Wang:
Ensemble-in-One: Learning Ensemble within Random Gated Networks for Enhanced Adversarial Robustness. CoRR abs/2103.14795 (2021) - 2020
- [j4]Yi Cai, Xiaoming Chen, Lu Tian, Yu Wang, Huazhong Yang:
Enabling Secure NVM-Based in-Memory Neural Network Computing by Sparse Fast Gradient Encryption. IEEE Trans. Computers 69(11): 1596-1610 (2020) - [j3]Yi Cai, Tianqi Tang, Lixue Xia, Boxun Li, Yu Wang, Huazhong Yang:
Low Bit-Width Convolutional Neural Network on RRAM. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(7): 1414-1427 (2020) - [j2]Yi Cai, Yujun Lin, Lixue Xia, Xiaoming Chen, Song Han, Yu Wang, Huazhong Yang:
Long Live TIME: Improving Lifetime and Security for NVM-Based Training-in-Memory Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(12): 4707-4720 (2020) - [c7]Hanbo Sun, Zhenhua Zhu, Yi Cai, Xiaoming Chen, Yu Wang, Huazhong Yang:
An Energy-Efficient Quantized and Regularized Training Framework For Processing-In-Memory Accelerators. ASP-DAC 2020: 325-330 - [c6]Minhui Zou, Zhenhua Zhu, Yi Cai, Junlong Zhou, Chengliang Wang, Yu Wang:
Security Enhancement for RRAM Computing System through Obfuscating Crossbar Row Connections. DATE 2020: 466-471
2010 – 2019
- 2019
- [j1]Ming Cheng, Lixue Xia, Zhenhua Zhu, Yi Cai, Yuan Xie, Yu Wang, Huazhong Yang:
TIME: A Training-in-Memory Architecture for RRAM-Based Deep Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(5): 834-847 (2019) - [c5]Yi Cai, Xiaoming Chen, Lu Tian, Yu Wang, Huazhong Yang:
Enabling Secure in-Memory Neural Network Computing by Sparse Fast Gradient Encryption. ICCAD 2019: 1-8 - 2018
- [c4]Yi Cai, Tianqi Tang, Lixue Xia, Ming Cheng, Zhenhua Zhu, Yu Wang, Huazhong Yang:
Training low bitwidth convolutional neural network on RRAM. ASP-DAC 2018: 117-122 - [c3]Yi Cai, Yujun Lin, Lixue Xia, Xiaoming Chen, Song Han, Yu Wang, Huazhong Yang:
Long live TIME: improving lifetime for training-in-memory engines by structured gradient sparsification. DAC 2018: 107:1-107:6 - [c2]Jilan Lin, Lixue Xia, Zhenhua Zhu, Hanbo Sun, Yi Cai, Hui Gao, Ming Cheng, Xiaoming Chen, Yu Wang, Huazhong Yang:
Rescuing memristor-based computing with non-linear resistance levels. DATE 2018: 407-412 - 2017
- [c1]Ming Cheng, Lixue Xia, Zhenhua Zhu, Yi Cai, Yuan Xie, Yu Wang, Huazhong Yang:
TIME: A Training-in-memory Architecture for Memristor-based Deep Neural Networks. DAC 2017: 26:1-26:6
Coauthor Index
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