Multiply-and-Fire (MNF): An Event-driven Sparse Neural Network Accelerator. - Miao Yu 009; Tingting Xiang; Venkata Pavan Kumar Miriyala; Trevor E. Carlson (CoRR, 2022)

Multiply-and-Fire: An Event-Driven Sparse Neural Network Accelerator. - Miao Yu 009; Tingting Xiang; Venkata Pavan Kumar Miriyala; Trevor E. Carlson (ACM Trans. Archit. Code Optim., 2023)

SSFT: Algorithm and Hardware Co-design for Structured Sparse Fine-Tuning of Large Language Models. - Miao Yu 009; Trevor E. Carlson (DAC, 2025)

The Sparsity-Aware LazyGPU Architecture. - Changxi Liu; Miao Yu 009; Yifan Sun 002; Trevor E. Carlson (ISCA, 2025)