Yi Cai

24 papers A* 4A 5Journal 9Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Klotski v2: Improved DNN Model Orchestration Framework for Dataflow Architecture Accelerators.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Chen Bai, Xuechao Wei, Youwei Zhuo, Yi Cai, Hongzhong Zheng, Bei Yu, Yuan Xie
2023 A* conf
Ensemble-in-One: Ensemble Learning within Random Gated Networks for Enhanced Adversarial Robustness.
AAAI
Yi Cai, Xuefei Ning, Huazhong Yang, Yu Wang
2023 A conf
Klotski: DNN Model Orchestration Framework for Dataflow Architecture Accelerators.
ICCAD
Chen Bai, Xuechao Wei, Youwei Zhuo, Yi Cai, Hongzhong Zheng, Bei Yu, Yuan Xie
2023 A* conf
Memory-Oriented Structural Pruning for Efficient Image Restoration.
AAAI
Xiangsheng Shi, Xuefei Ning, Lidong Guo, Tianchen Zhao, Enshu Liu, Yi Cai, Yuhan Dong, Huazhong Yang, Yu Wang
2022 J jnl
CLOSE: Curriculum Learning On the Sharing Extent Towards Better One-shot NAS.
CoRR
Zixuan Zhou, Xuefei Ning, Yi Cai, Jiashu Han, Yiping Deng, Yuhan Dong, Huazhong Yang, Yu Wang
2022 — conf
CLOSE: Curriculum Learning on the Sharing Extent Towards Better One-Shot NAS.
ECCV (20)
Zixuan Zhou, Xuefei Ning, Yi Cai, Jiashu Han, Yiping Deng, Yuhan Dong, Huazhong Yang, Yu Wang
2022 — conf
WESCO: Weight-encoded Reliability and Security Co-design for In-memory Computing Systems.
ISVLSI
Jiangwei Zhang, Chong Wang, Yi Cai, Zhenhua Zhu, Donald Kline, Huazhong Yang, Yu Wang
2021 A conf
3M-AI: A Multi-task and Multi-core Virtualization Framework for Multi-FPGA AI Systems in the Cloud.
FPGA
Shulin Zeng, Guohao Dai, Hanbo Sun, Jun Liu, Hongren Zheng, Yusong Wu, Fan Zhang, Xinhao Yang, Yi Cai, Yu Wang, Huazhong Yang
2021 J jnl
Enabling Lower-Power Charge-Domain Nonvolatile In-Memory Computing With Ferroelectric FETs.
IEEE Trans. Circuits Syst. II Express Briefs
Guodong Yin, Yi Cai, Juejian Wu, Zhengyang Duan, Zhenhua Zhu, Yongpan Liu, Yu Wang, Huazhong Yang, Xueqing Li
2021 J jnl
Enabling Lower-Power Charge-Domain Nonvolatile In-Memory Computing with Ferroelectric FETs.
CoRR
Guodong Yin, Yi Cai, Juejian Wu, Zhengyang Duan, Zhenhua Zhu, Yongpan Liu, Yu Wang, Huazhong Yang, Xueqing Li
2021 J jnl
Ensemble-in-One: Learning Ensemble within Random Gated Networks for Enhanced Adversarial Robustness.
CoRR
Yi Cai, Xuefei Ning, Huazhong Yang, Yu Wang
2021 — conf
MNSIM-TIME: Performance Modeling Framework for Training-In-Memory Architectures.
AICAS
Kaizhong Qiu, Zhenhua Zhu, Yi Cai, Hanbo Sun, Yu Wang, Huanzhong Yang
2021 — conf
Reliability-Aware Training and Performance Modeling for Processing-In-Memory Systems.
ASP-DAC
Hanbo Sun, Zhenhua Zhu, Yi Cai, Shulin Zeng, Kaizhong Qiu, Yu Wang, Huazhong Yang
2020 — conf
An Energy-Efficient Quantized and Regularized Training Framework For Processing-In-Memory Accelerators.
ASP-DAC
Hanbo Sun, Zhenhua Zhu, Yi Cai, Xiaoming Chen, Yu Wang, Huazhong Yang
2020 J jnl
Enabling Secure NVM-Based in-Memory Neural Network Computing by Sparse Fast Gradient Encryption.
IEEE Trans. Computers
Yi Cai, Xiaoming Chen, Lu Tian, Yu Wang, Huazhong Yang
2020 J jnl
Long Live TIME: Improving Lifetime and Security for NVM-Based Training-in-Memory Systems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yi Cai, Yujun Lin, Lixue Xia, Xiaoming Chen, Song Han, Yu Wang, Huazhong Yang
2020 J jnl
Low Bit-Width Convolutional Neural Network on RRAM.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yi Cai, Tianqi Tang, Lixue Xia, Boxun Li, Yu Wang, Huazhong Yang
2020 A conf
Security Enhancement for RRAM Computing System through Obfuscating Crossbar Row Connections.
DATE
Minhui Zou, Zhenhua Zhu, Yi Cai, Junlong Zhou, Chengliang Wang, Yu Wang
2019 A conf
Enabling Secure in-Memory Neural Network Computing by Sparse Fast Gradient Encryption.
ICCAD
Yi Cai, Xiaoming Chen, Lu Tian, Yu Wang, Huazhong Yang
2019 J jnl
TIME: A Training-in-Memory Architecture for RRAM-Based Deep Neural Networks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Ming Cheng, Lixue Xia, Zhenhua Zhu, Yi Cai, Yuan Xie, Yu Wang, Huazhong Yang
2018 A* conf
Long live TIME: improving lifetime for training-in-memory engines by structured gradient sparsification.
DAC
Yi Cai, Yujun Lin, Lixue Xia, Xiaoming Chen, Song Han, Yu Wang, Huazhong Yang
2018 A conf
Rescuing memristor-based computing with non-linear resistance levels.
DATE
Jilan Lin, Lixue Xia, Zhenhua Zhu, Hanbo Sun, Yi Cai, Hui Gao, Ming Cheng, Xiaoming Chen, Yu Wang, Huazhong Yang
2018 — conf
Training low bitwidth convolutional neural network on RRAM.
ASP-DAC
Yi Cai, Tianqi Tang, Lixue Xia, Ming Cheng, Zhenhua Zhu, Yu Wang, Huazhong Yang
2017 A* conf
TIME: A Training-in-memory Architecture for Memristor-based Deep Neural Networks.
DAC
Ming Cheng, Lixue Xia, Zhenhua Zhu, Yi Cai, Yuan Xie, Yu Wang, Huazhong Yang