An FPGA-based Mix-grained Sparse Training Accelerator. - Yingchang Mao; Qiang Liu (ICFPT, 2023)

MSCA: A Multi-Grained Sparse Convolution Accelerator for DNN Training. - Yingchang Mao; Qiang Liu 011; Ray C. C. Cheung (ASAP, 2024)

PBN: Progressive Batch Normalization for DNN Training on Edge Device. - Yingchang Mao; Mingyu Shu; Qiang Liu (ISCAS, 2024)

A Data-Distribution Aware Approximate Multiplier Design Based on FPGA. - Mingyu Shu; Yingchang Mao; Qiang Liu 011 (ISCAS, 2024)

SDTA: An Efficient Sparse DNN Training Accelerator with Data Hierarchical Pre-fetching and Dynamic Scheduling. - Mengting Wang; Yuntao Han; Yingchang Mao; Peng Shao; Zhengyan Liu; Qiang Liu (ISCAS, 2025)