Liuyao Dai

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Continuous Data

Multilayer Perceptron

Top Venues

IEEE Trans. Very Large Scale Integr. Syst.

IEEE Trans. Circuits Syst. I Regul. Pap.

IEEE Trans. Circuits Syst. II Express Briefs

Publications

Liuyao Dai, Hao Qi, Weicong Chen, Xiaoyi Lu
High-Speed Data Communication With Advanced Networks in Large Language Model Training. IEEE Micro 44 (2) (2024)
Quan Cheng, Liuyao Dai, Mingqiang Huang, Ao Shen, Wei Mao, Masanori Hashimoto, Hao Yu
A Low-Power Sparse Convolutional Neural Network Accelerator With Pre-Encoding Radix-4 Booth Multiplier. IEEE Trans. Circuits Syst. II Express Briefs 70 (6) (2023)
Quan Cheng, Mingqiang Huang, Changhai Man, Ao Shen, Liuyao Dai, Hao Yu, Masanori Hashimoto
Reliability Exploration of System-on-Chip With Multi-Bit-Width Accelerator for Multi-Precision Deep Neural Networks. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (10) (2023)
Hao Qi, Liuyao Dai, Weicong Chen, Zhen Jia, Xiaoyi Lu
Performance Characterization of Large Language Models on High-Speed Interconnects. HOTI (2023)
Adam Weingram, Yuke Li, Hao Qi, Darren Ng, Liuyao Dai, Xiaoyi Lu
xCCL: A Survey of Industry-Led Collective Communication Libraries for Deep Learning. J. Comput. Sci. Technol. 38 (1) (2023)
Wei Mao, Kai Li, Quan Cheng, Liuyao Dai, Boyu Li, Xinang Xie, He Li, Longyang Lin, Hao Yu
A Configurable Floating-Point Multiple-Precision Processing Element for HPC and AI Converged Computing. IEEE Trans. Very Large Scale Integr. Syst. 30 (2) (2022)
Liuyao Dai, Quan Cheng, Yuhang Wang, Gengbin Huang, Junzhuo Zhou, Kai Li, Wei Mao, Hao Yu
An Energy-Efficient Bit-Split-and-Combination Systolic Accelerator for NAS-Based Multi-Precision Convolution Neural Networks. ASP-DAC (2022)
Wei Mao, Liuyao Dai, Kai Li, Quan Cheng, Yuhang Wang, Laimin Du, Shaobo Luo, Mingqiang Huang, Hao Yu
An Energy-Efficient Mixed-Bitwidth Systolic Accelerator for NAS-Optimized Deep Neural Networks. IEEE Trans. Very Large Scale Integr. Syst. 30 (12) (2022)