Researcher Database

（Last updated : 2023-05-15 15:00:36）

LI HENGYI

Department / Course Research Organization of Science and Technology

Title / Position Senior Researcher

Academic background
1.	2020/04～2023/03	Doctorial Course │ Major in Advanced Electrical, Electronic and Computer Systems │ Graduate School, Division of Science and Engineering │ Ritsumeikan University │ Completed Doctor of Engineering
2.	2007/09～2011/07	Major in Automation │ School of Electronic and Informatio │ Zhongyuan University of Technology │ Graduated Bachelor of Engineering

Business career
1.	2011/07 ～ 2020/03	Senior Experimentalist │ School of Electronic and Information │ School of Electronic and Information

Research activities
1.	2022/10 ～	Institute of Electrical and Electronics Engineers

Subject of research
1.	Computer architecture and high performance computing for artificial intelligence

Research summary
Auto-Generation of Optimal Al Models with High-Performance Computing Artificial Intelligence (AI) has promoted breakthrough progress for nearly all over domains. However, the current yet comprehensive AI theory that especially lacks precise guidance in designing high-efficient networks, heavy workload which demands huge amount of hardware resource, seriously overparameterization with significant number of redundancies, have been severe obstacles that impede the further high-efficient application of AI. The research aims to improve the current AI theory to provide theoretical foundation for designing high-performance deep neural networks (DNNs), and further develop an automatic system for implementing AI applications on target tasks with architecture-level optimization, involving software level and hardware level optimization. The research aims to provide a comprehensive solution for AI applications in various fields, addressing the current obstacles and enabling high-efficiency implementation of AI for targeted tasks

Present specialized field
High performance computing, Electron device and electronic equipment

Message
1.	Welcome to exchange ideas am currently a senior researcher at Ritsumeikan University. I received my Ph.D. degree from the College of Science and Engineering at Ritsumeikan University in Japan. My research interests lie in the high-performance computing of Artificial Intelligence (AI), FPGA-based accelerator design for AI, and Edge computing. Over the years, I have been dedicated to advancing the field of AI by designing innovative hardware solutions to accelerate the training and inference of neural networks. I have also been actively involved in research on edge computing, exploring how to enable efficient and secure AI processing at the edge of the network. As a researcher, I am committed to creating practical and impactful solutions that can benefit society. I believe that AI has the potential to transform various industries and improve people's lives, and I am excited to contribute to this endeavor. Thank you for considering my self-introduction. Please let me know if you have any further questions or if there is anything else I can assist you with.

E-Mail Address

Department laboratory expense researcher number
70986728

External Researcher ID
ORCID ID
0000 0003 4112 7297