Reduce Computational Complexity for Convolutional Layers by Skipping Zeros. - Zhiyi Zhang; Pengfei Zhang; Zhuopin Xu; Qi Wang (HiPC, 2023)

Im2col-Winograd: An Efficient and Flexible Fused-Winograd Convolution for NHWC Format on GPUs. - Zhiyi Zhang; Pengfei Zhang; Zhuopin Xu; Bingjie Yan; Qi Wang (ICPP, 2024)