Application and Storage-Aware Data Placement and Job Scheduling for Hadoop Clusters. - Tao Li; Shuibing He; Ping Chen; Siling Yang; Yanlong Yin; Cheng Xu 001 (J. Circuits Syst. Comput., 2020)

AUTO-PRUNE: automated DNN pruning and mapping for ReRAM-based accelerator. - Siling Yang; Weijian Chen 002; Xuechen Zhang 001; Shuibing He; Yanlong Yin; Xian-He Sun (ICS, 2021)

iCache: An Importance-Sampling-Informed Cache for Accelerating I/O-Bound DNN Model Training. - Weijian Chen 002; Shuibing He; Yaowen Xu; Xuechen Zhang 001; Siling Yang; Shuang Hu; Xian-He Sun; Gang Chen 001 (HPCA, 2023)

HOME: A Holistic GPU Memory Management Framework for Deep Learning. - Shuibing He; Ping Chen; Shuaiben Chen; Zheng Li 006; Siling Yang; Weijian Chen 002; Lidan Shou (IEEE Trans. Computers, 2023)

APQ: Automated DNN Pruning and Quantization for ReRAM-Based Accelerators. - Siling Yang; Shuibing He; Hexiao Duan; Weijian Chen 002; Xuechen Zhang 001; Tong Wu; Yanlong Yin (IEEE Trans. Parallel Distributed Syst., 2023)

AUTOHET: An Automated Heterogeneous ReRAM-Based Accelerator for DNN Inference. - Tong Wu; Shuibing He; Jianxin Zhu; Weijian Chen 002; Siling Yang; Ping Chen; Yanlong Yin; Xuechen Zhang 001; Xian-He Sun; Gang Chen 001 (ICPP, 2024)

Frenzy: A Memory-Aware Serverless LLM Training System for Heterogeneous GPU Clusters. - Zihan Chang; Sheng Xiao; Shuibing He; Siling Yang; Zhe Pan; Dong Li (CoRR, 2024)

IMPRESS: An Importance-Informed Multi-Tier Prefix KV Storage System for Large Language Model Inference. - Weijian Chen 002; Shuibing He; Haoyang Qu; Ruidong Zhang; Siling Yang; Ping Chen; Yi Zheng; Baoxing Huai; Gang Chen 001 (FAST, 2025)

GoPIM: GCN-Oriented Pipeline Optimization for PIM Accelerators. - Siling Yang; Shuibing He; Wenjiong Wang; Yanlong Yin; Tong Wu; Weijian Chen 002; Xuechen Zhang 001; Xian-He Sun; Dan Feng (HPCA, 2025)

ImPACT: Importance-Informed Prefetching and Caching for I/O-Bound DNN Training. - Weijian Chen 002; Shuibing He; Ruidong Zhang; Xuechen Zhang 001; Ping Chen; Siling Yang; Haoyang Qu; Xuan Zhan (IEEE Trans. Computers, 2025)