TOCO: A Systolic Network for Efficient Transposed Convolutions with Output-Reuse Paths. - Zhengzheng Ma; Guojie Luo (FCCM, 2021)

An Efficient Dataflow for Convolutional Generative Models. - Zhengzheng Ma; Guojie Luo (ICFPT, 2023)

An Intermediate-Centric Dataflow for Transposed Convolution Acceleration on FPGA. - Zhengzheng Ma; Tuo Dai; Xuechao Wei; Guojie Luo (ACM Trans. Embed. Comput. Syst., 2023)