Siling Yang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Quantization Noise

Pruning Algorithm

Top Venues

IEEE Trans. Computers

Publications

Tong Wu, Shuibing He, Jianxin Zhu, Weijian Chen, Siling Yang, Ping Chen, Yanlong Yin, Xuechen Zhang, Xian-He Sun, Gang Chen
AUTOHET: An Automated Heterogeneous ReRAM-Based Accelerator for DNN Inference. ICPP (2024)
Weijian Chen, Shuibing He, Yaowen Xu, Xuechen Zhang, Siling Yang, Shuang Hu, Xian-He Sun, Gang Chen
iCache: An Importance-Sampling-Informed Cache for Accelerating I/O-Bound DNN Model Training. HPCA (2023)
Siling Yang, Shuibing He, Hexiao Duan, Weijian Chen, Xuechen Zhang, Tong Wu, Yanlong Yin
APQ: Automated DNN Pruning and Quantization for ReRAM-Based Accelerators. IEEE Trans. Parallel Distributed Syst. 34 (9) (2023)
Shuibing He, Ping Chen, Shuaiben Chen, Zheng Li, Siling Yang, Weijian Chen, Lidan Shou
HOME: A Holistic GPU Memory Management Framework for Deep Learning. IEEE Trans. Computers 72 (3) (2023)
Siling Yang, Weijian Chen, Xuechen Zhang, Shuibing He, Yanlong Yin, Xian-He Sun
AUTO-PRUNE: automated DNN pruning and mapping for ReRAM-based accelerator. ICS (2021)
Tao Li, Shuibing He, Ping Chen, Siling Yang, Yanlong Yin, Cheng Xu
Application and Storage-Aware Data Placement and Job Scheduling for Hadoop Clusters. J. Circuits Syst. Comput. 29 (16) (2020)