Liuyao Dai

According to our database, Liuyao Dai authored at least 9 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

High-Speed Data Communication With Advanced Networks in Large Language Model Training.

Liuyao Dai, Hao Qi, Weicong Chen, Xiaoyi Lu

IEEE Micro, 2024

How accurately can soft error impact be estimated in black-box/white-box cases? - a case study with an edge AI SoC -.

Quan Cheng, Qiufeng Li, Longyang Lin, Wang Liao, Liuyao Dai, Hao Yu, Masanori Hashimoto

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023

Reliability Exploration of System-on-Chip With Multi-Bit-Width Accelerator for Multi-Precision Deep Neural Networks.

Quan Cheng, Mingqiang Huang, Changhai Man, Ao Shen, Liuyao Dai, Hao Yu, Masanori Hashimoto

IEEE Trans. Circuits Syst. I Regul. Pap., October, 2023

A Low-Power Sparse Convolutional Neural Network Accelerator With Pre-Encoding Radix-4 Booth Multiplier.

Quan Cheng, Liuyao Dai, Mingqiang Huang, Ao Shen, Wei Mao, Masanori Hashimoto, Hao Yu

IEEE Trans. Circuits Syst. II Express Briefs, June, 2023

xCCL: A Survey of Industry-Led Collective Communication Libraries for Deep Learning.

Adam Weingram, Yuke Li, Hao Qi, Darren Ng, Liuyao Dai, Xiaoyi Lu

J. Comput. Sci. Technol., February, 2023

Performance Characterization of Large Language Models on High-Speed Interconnects.

Hao Qi, Liuyao Dai, Weicong Chen, Zhen Jia, Xiaoyi Lu

Proceedings of the IEEE Symposium on High-Performance Interconnects, 2023

2022

A Configurable Floating-Point Multiple-Precision Processing Element for HPC and AI Converged Computing.

Wei Mao, Kai Li, Quan Cheng, Liuyao Dai, Boyu Li, Xinang Xie, He Li, Longyang Lin, Hao Yu

IEEE Trans. Very Large Scale Integr. Syst., 2022

An Energy-Efficient Mixed-Bitwidth Systolic Accelerator for NAS-Optimized Deep Neural Networks.

Wei Mao, Liuyao Dai, Kai Li, Quan Cheng, Yuhang Wang, Laimin Du, Shaobo Luo, Mingqiang Huang, Hao Yu

IEEE Trans. Very Large Scale Integr. Syst., 2022

An Energy-Efficient Bit-Split-and-Combination Systolic Accelerator for NAS-Based Multi-Precision Convolution Neural Networks.

Liuyao Dai, Quan Cheng, Yuhang Wang, Gengbin Huang, Junzhuo Zhou, Kai Li, Wei Mao, Hao Yu

Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022