Characterizing the Accuracy-Efficiency Trade-off of Low-rank Decomposition in Language Models. - Chakshu Moar; Faraz Tahmasebi; Michael Pellauer; Hyoukjun Kwon (IISWC, 2024)

Optimized Spatial Architecture Mapping Flow for Transformer Accelerators. - Haocheng Xu; Faraz Tahmasebi; Ye Qiao; Hongzheng Tian; Hyoukjun Kwon; Sitao Huang (CoRR, 2024)

FlexiBit: Fully Flexible Precision Bit-parallel Accelerator Architecture for Arbitrary Mixed Precision AI. - Faraz Tahmasebi; Yian Wang; Benji Y. H. Huang; Hyoukjun Kwon (CoRR, 2024)