A Context-Awareness and Hardware-Friendly Sparse Matrix Multiplication Kernel for CNN Inference Acceleration

Haotian Wang 0006, Yan Ding 0004, Yumeng Liu, Weichen Liu, Chubo Liu, Wangdong Yang, Kenli Li 0001. A Context-Awareness and Hardware-Friendly Sparse Matrix Multiplication Kernel for CNN Inference Acceleration. IEEE Transactions on Computers, 74(4):1182-1195, April 2025. [doi]

@article{WangDLLLYL25,
  title = {A Context-Awareness and Hardware-Friendly Sparse Matrix Multiplication Kernel for CNN Inference Acceleration},
  author = {Haotian Wang 0006 and Yan Ding 0004 and Yumeng Liu and Weichen Liu and Chubo Liu and Wangdong Yang and Kenli Li 0001},
  year = {2025},
  month = {April},
  doi = {10.1109/TC.2024.3517745},
  url = {https://doi.org/10.1109/TC.2024.3517745},
  researchr = {https://researchr.org/publication/WangDLLLYL25},
  cites = {0},
  citedby = {0},
  journal = {IEEE Transactions on Computers},
  volume = {74},
  number = {4},
  pages = {1182-1195},
}