Pipeline Balancing for Integrated Mapping in High Performance Spatial Programmable Architecture. - Pengyu Liu 004; Zihan Zhang; Chen Yin; Liyan Chen; Jianfei Jiang 001; Qin Wang 009; Zhigang Mao; Naifeng Jing (FPL, 2023)

Exploiting bit sparsity in both activation and weight in neural networks accelerators. - Naifeng Jing; Zihan Zhang; Yongshuai Sun; Pengyu Liu 004; Liyan Chen; Qin Wang 009; Jianfei Jiang 001 (Integr., 2023)

A Flexible and High-Precision Activation Function Unit Based on Equi-Error Partitioning Algorithm. - Zelong Yuan; Siwei Yuan; Pengyu Liu 004; Chen Yin; Lei Xu; Weiguang Sheng; Naifeng Jing (ISCAS, 2024)

A Comprehensive Dataflow-Mapping Optimization for Fully Pipelined Execution in Spatial Programmable Architecture. - Pengyu Liu 004; Ang Li; Liyan Chen; Jianfei Jiang 001; Qin Wang 009; Zhigang Mao; Naifeng Jing (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

Bridge-NDP: Efficient Communication-Computation Overlap in Near Data Processing System. - Liyan Chen; Pengyu Liu 004; Dongxu Lyu; Jianfei Jiang 001; Qin Wang 009; Zhigang Mao; Naifeng Jing (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)