Guanghui Song (宋广辉)

Guanghui Song (宋广辉)

PhD student (start from 2024)

Hunan University

Guanghui Song is a Ph.D. student at Hunan University, under the supervision of Prof. Jie Zhao. He previously held the position of AI compiler development engineer at Li Auto Inc. from July 2023 to August 2024. Guanghui obtained his Academic Master Degree in Computer Science and Technology from the State Key Laboratory of Mathematical Engineering and Advanced Computing at Information Engineering University. His research interests lie in advanced compilation techniques and high performance computing, with a particular emphasis on polyhedral compilation, mixed-precision computational acceleration, and distributed parallel acceleration for large language models. His contributions to the field have been acknowledged by prestigious conferences and journals, including PPoPP, ASE, and the Journal of Software.

Publications

[PPoPP 2024]
A Holistic Approach to Automatic Mixed-Precision Code Generation and Tuning for Affine Programs
Jinchen Xu†, Guanghui Song† , Bei Zhou, Fei Li, Jiangwei Hao, and Jie Zhao~
In Proceedings of the 29th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, Edinburgh, United Kingdom. Jul 2024.
[ASE 2023]
Eiffel: Inferring Input Ranges of Significant Floating-point Errors via Polynomial Extrapolation
Zuoyan Zhang, Bei Zhou, Jiangwei Hao, Hongru Yang, Mengqi Cui, Yuchang Zhou, Guanghui Song, Fei Li, Jinchen Xu, Jie Zhao~
In Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering (ASE 2023) Sep 2023
Interests
  • Advanced Compilation
  • High-Performance Computing
Education
  • PhD, 2024 - present

    Hunan University

  • MEng, 2020 - 2023

    Information Engineering University

  • BSc, 2016 - 2020

    Henan University of Technology