Reliability-Driven Neural Network Training for Memristive Crossbar-Based Neuromorphic Computing Systems. - Junpeng Wang 002; Qi Xu; Bo Yuan 006; Song Chen 001; Bei Yu 001; Feng Wu 001 (ISCAS, 2020)

Reliability-Driven Neuromorphic Computing Systems Design. - Qi Xu; Junpeng Wang 002; Hao Geng; Song Chen 001; Xiaoqing Wen (DATE, 2021)

A Non-volatile Computing-in-Memory ReRAM Macro using Two-bit Current-Mode Sensing Amplifier. - Qiqiao Wu; Wenhao Sun; Junpeng Wang 002; Xuefei Bai; Feng Zhang; Song Chen 001; Yi Kang (NVMSA, 2021)

Sense: Model Hardware Co-design for Accelerating Sparse Neural Networks. - Wenhao Sun; Deng Liu; Zhiwei Zou; Wendi Sun; Junpeng Wang 002; Yi Kang; Song Chen 001 (CoRR, 2022)

Task modules Partitioning, Scheduling and Floorplanning for Partially Dynamically Reconfigurable Systems Based on Modern Heterogeneous FPGAs. - Bo Ding; Jinglei Huang; Junpeng Wang 002; Qi Xu; Song Chen 001; Yi Kang (CoRR, 2022)

A Lightweight Stereo Matching Neural Network Based on Depthwise Separable Convolution. - Zetao Guo; Junpeng Wang 002; Song Chen 001; Yi Kang (ICTA, 2023)

NicePIM: Design Space Exploration for Processing-In-Memory DNN Accelerators with 3D-Stacked-DRAM. - Junpeng Wang 002; Mengke Ge; Bo Ding; Qi Xu; Song Chen 001; Yi Kang (CoRR, 2023)

Reliability-Driven Memristive Crossbar Design in Neuromorphic Computing Systems. - Qi Xu; Junpeng Wang 002; Bo Yuan 006; Qi Sun 002; Song Chen 001; Bei Yu 001; Yi Kang; Feng Wu 001 (IEEE Trans Autom. Sci. Eng., 2023)

DDAM: Data Distribution-Aware Mapping of CNNs on Processing-In-Memory Systems. - Junpeng Wang 002; Haitao Du; Bo Ding; Qi Xu; Song Chen 001; Yi Kang (ACM Trans. Design Autom. Electr. Syst., 2023)

Memory-aware Partitioning, Scheduling, and Floorplanning for Partially Dynamically Reconfigurable Systems. - Bo Ding; Jinglei Huang; Qi Xu; Junpeng Wang 002; Song Chen 001; Yi Kang (ACM Trans. Design Autom. Electr. Syst., 2023)

Task Modules Partitioning, Scheduling and Floorplanning for Partially Dynamically Reconfigurable Systems with Heterogeneous Resources. - Bo Ding; Jinglei Huang; Junpeng Wang 002; Qi Xu; Song Chen 001; Yi Kang (ACM Trans. Design Autom. Electr. Syst., 2023)

ILP-based Multi-Branch CNNs Mapping on Processing-in-Memory Architecture. - Haodong Han; Junpeng Wang 002; Bo Ding; Song Chen 001 (AICAS, 2024)

NicePIM: Design Space Exploration for Processing-In-Memory DNN Accelerators With 3-D Stacked-DRAM. - Junpeng Wang 002; Mengke Ge; Bo Ding; Qi Xu; Song Chen 001; Yi Kang (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

Allspark: Workload Orchestration for Visual Transformers on Processing In-Memory Systems. - Mengke Ge; Junpeng Wang 002; Binhan Chen; Yingjian Zhong; Haitao Du; Song Chen 001; Yi Kang (IEEE Trans. Computers, 2025)