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)

IOWA: An I/O-Aware Adaptive Sampling Framework for Deep Learning. - Shuang Hu; Weijian Chen 002; Yanlong Yin; Shuibing He (NAS, 2024)

Optimizing Large Model Training through Overlapped Activation Recomputation. - Ping Chen; Wenjie Zhang; Shuibing He; Yingjie Gu; Zhuwei Peng; Kexin Huang; Xuan Zhan; Weijian Chen 002; Yi Zheng; Zhefeng Wang; Yanlong Yin; Gang Chen 001 (CoRR, 2024)

HopGNN: Boosting Distributed GNN Training Efficiency via Feature-Centric Model Migration. - Weijian Chen 002; Shuibing He; Haoyang Qu; Xuechen Zhang 001 (CoRR, 2024)

LeapGNN: Accelerating Distributed GNN Training Leveraging Feature-Centric Model Migration. - Weijian Chen 002; Shuibing He; Haoyang Qu; Xuechen Zhang 001 (FAST, 2025)

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)