Customized Instruction on RISC-V for Winograd-Based Convolution Acceleration. - Shihang Wang; Jianghan Zhu; Qi Wang 051; Can He; Terry Tao Ye (ASAP, 2021)

Multiplication Through a Single Look-Up-Table (LUT) in CNN Inference Computation. - Shiyu Xu; Qi Wang 051; Xingbo Wang; Shihang Wang; Terry Tao Ye (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

RV-GEMM: Neural Network Inference Acceleration with Near-Memory GEMM Instructions on RISC-V. - Xingbo Wang; Chenxi Feng; Bingzhen Chen; Qi Wang 051; Yucong Huang; Terry Tao Ye (CF, 2024)

Optimizing CNN Computation Using RISC-V Custom Instruction Sets for Edge Platforms. - Shihang Wang; Xingbo Wang; Zhiyuan Xu; Bingzhen Chen; Chenxi Feng; Qi Wang 051; Terry Tao Ye (IEEE Trans. Computers, 2024)

Karatsuba Algorithm Revisited for 2D Convolution Computation Optimization. - Qi Wang 051; Jianghan Zhu; Can He; Shihang Wang; Xingbo Wang; Yuan Ren; Terry Tao Ye (Entropy, 2025)

RV-SCNN: A RISC-V Processor With Customized Instruction Set for SNN and CNN Inference Acceleration on Edge Platforms. - Xingbo Wang; Chenxi Feng; Xinyu Kang; Qi Wang 051; Yucong Huang; Terry Tao Ye (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)