Yu Ji

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 23

Top Topics

Back Propagation

Feature Extractor

Pruning Algorithms

Top Venues

IEEE Trans. Computers

Publications

Xing Hu, Ling Liang, Xiaobing Chen, Lei Deng, Yu Ji, Yufei Ding, Zidong Du, Qi Guo, Timothy Sherwood, Yuan Xie
A Systematic View of Model Leakage Risks in Deep Neural Network Systems. IEEE Trans. Computers 71 (12) (2022)
Yu Ji, Zixin Liu, Youhui Zhang
A Reduced Architecture for ReRAM-Based Neural Network Accelerator and Its Software Stack. IEEE Trans. Computers 70 (3) (2021)
Xing Hu, Ling Liang, Shuangchen Li, Lei Deng, Pengfei Zuo, Yu Ji, Xinfeng Xie, Yufei Ding, Chang Liu, Timothy Sherwood, Yuan Xie
DeepSniffer: A DNN Model Extraction Framework Based on Learning Architectural Hints. ASPLOS (2020)
Xinfeng Xie, Xing Hu, Peng Gu, Shuangchen Li, Yu Ji, Yuan Xie
NNBench-X: A Benchmarking Methodology for Neural Network Accelerator Designs. ACM Trans. Archit. Code Optim. 17 (4) (2020)
Xinfeng Xie, Xing Hu, Peng Gu, Shuangchen Li, Yu Ji, Yuan Xie
NNBench-X: A Benchmarking Methodology for Neural Network Accelerator Designs. EMC2@HPCA/CVPR/ISCA (2019)
Xing Hu, Ling Liang, Lei Deng, Shuangchen Li, Xinfeng Xie, Yu Ji, Yufei Ding, Chang Liu, Timothy Sherwood, Yuan Xie
Neural Network Model Extraction Attacks in Edge Devices by Hearing Architectural Hints. CoRR (2019)
Xinfeng Xie, Xing Hu, Peng Gu, Shuangchen Li, Yu Ji, Yuan Xie
NNBench-X: Benchmarking and Understanding Neural Network Workloads for Accelerator Designs. IEEE Comput. Archit. Lett. 18 (1) (2019)
Yang Zhao, Xing Hu, Shuangchen Li, Jing Ye, Lei Deng, Yu Ji, Jianyu Xu, Dong Wu, Yuan Xie
Memory Trojan Attack on Neural Network Accelerators. DATE (2019)
Yu Ji, Youyang Zhang, Xinfeng Xie, Shuangchen Li, Peiqi Wang, Xing Hu, Youhui Zhang, Yuan Xie
FPSA: A Full System Stack Solution for Reconfigurable ReRAM-based NN Accelerator Architecture. CoRR (2019)
Yu Ji, Zixin Liu, Xing Hu, Peiqi Wang, Youhui Zhang
Programmable Neural Network Trojan for Pre-Trained Feature Extractor. CoRR (2019)
Yu Ji, Youyang Zhang, Xinfeng Xie, Shuangchen Li, Peiqi Wang, Xing Hu, Youhui Zhang, Yuan Xie
FPSA: A Full System Stack Solution for Reconfigurable ReRAM-based NN Accelerator Architecture. ASPLOS (2019)
Peiqi Wang, Dongsheng Wang, Yu Ji, Xinfeng Xie, Haoxuan Song, XuXin Liu, Yongqiang Lyu, Yuan Xie
QGAN: Quantized Generative Adversarial Networks. CoRR (2019)
Yu Ji, Youhui Zhang, Wenguang Chen, Yuan Xie
Bridge the Gap between Neural Networks and Neuromorphic Hardware with a Neural Network Compiler. ASPLOS (2018)
Ling Liang, Lei Deng, Yueling Zeng, Xing Hu, Yu Ji, Xin Ma, Guoqi Li, Yuan Xie
Crossbar-aware neural network pruning. CoRR (2018)
Peiqi Wang, Yu Ji, Chi Hong, Yongqiang Lyu, Dongsheng Wang, Yuan Xie
SNrram: an efficient sparse neural network computation architecture based on resistive random-access memory. DAC (2018)
Yu Ji, Youhui Zhang, Wenguang Chen, Yuan Xie
Bridging the Gap Between Neural Networks and Neuromorphic Hardware with A Neural Network Compiler. CoRR (2018)
Yu Ji, Ling Liang, Lei Deng, Youyang Zhang, Youhui Zhang, Yuan Xie
TETRIS: TilE-matching the TRemendous Irregular Sparsity. NeurIPS (2018)
Ling Liang, Lei Deng, Yueling Zeng, Xing Hu, Yu Ji, Xin Ma, Guoqi Li, Yuan Xie
Crossbar-Aware Neural Network Pruning. IEEE Access 6 (2018)
Yu Ji, Youhui Zhang, Wenguang Chen, Yuan Xie
POSTER: Bridge the Gap Between Neural Networks and Neuromorphic Hardware. PACT (2017)
Yu Ji, Youhui Zhang, Weimin Zheng
Modelling Spiking Neural Network from the Architecture Evaluation Perspective. J. Comput. Sci. Technol. 31 (1) (2016)
Yu Ji, Youhui Zhang, Shuangchen Li, Ping Chi, Cihang Jiang, Peng Qu, Yuan Xie, Wenguang Chen
NEUTRAMS: Neural network transformation and co-design under neuromorphic hardware constraints. MICRO (2016)
Yu Ji, Youhui Zhang, He Liu, Weimin Zheng
Optimized Mapping Spiking Neural Networks onto Network-on-Chip. ICA3PP (2016)
Youhui Zhang, Yu Ji, Wenguang Chen, Yuan Xie
Neural network transformation under hardware constraints. CASES (2016)