Publications

Dayou Du, Gu Gong, Xiaowen Chu (2024). Model Quantization and Hardware Acceleration for Vision Transformers: A Comprehensive Survey. Under Review.

PDF Cite Code Project

Dayou Du, Yijia Zhang, Shijie Cao, Jiaqi Guo, Ting Cao, Xiaowen Chu, Ningyi Xu (2024). BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation. Under Review.

PDF Cite Code Project

Yijia Zhang, Sicheng Zhang, Shijie Cao, Dayou Du, Jianyu Wei, Ting Cao, Ningyi Xu (2023). AFPQ: Asymmetric Floating Point Quantization for LLMs. Under Review.

PDF Cite Code

Weile Luo, Ruibo Fan, Zeyu Li, Dayou Du, Qiang Wang, Xiaowen Chu (2013). Benchmarking and Dissecting the Nvidia Hopper GPU Architecture. IPDPS 2024.

PDF Cite