Hi there! 👋

I’m Yihong Li (李一宏) : )

CV / 简历

Interests

• Distributed machine learning systems
• Large-scale machine learning training and inference
• Reinforcement learning
• AI for systems
• Video analytics

Educations

• Master of Engineering in 2024, School of Computer Science and Engineering
  Sun Yat-sen University, Guangzhou, China, 09/2021 – 06/2024 (expected)

• Bachelor of Management, School of Information Management
  Sun Yat-sen University, Guangzhou, China, 09/2017 – 06/2021

Publications

• TapFinger: Task Placement and Fine-Grained Resource Allocation for Edge Machine Learning
  Yihong Li, Tianyu Zeng, Xiaoxi Zhang, Jingpu Duan, Chuan Wu.
  IEEE Conference on computer communications (INFOCOM), 2023.

• Task Placement and Resource Allocation for Edge Machine Learning: A GNN-based Multi-Agent Reinforcement Learning Paradigm (Under Review)
  Yihong Li, Xiaoxi Zhang, Tianyu Zeng, Jingpu Duan, Chuan Wu, Di Wu, Xu Chen.
  IEEE Transactions on Parallel and Distributed Systems, 2023.

Experience

• Member of SMCLab, SYSU
• Backend Engineer Intern at ByteDance, ShenZhen, China, 01/2021 – 06/2021
• Former member of Student Cluster Competition Team, SYSU
• Former member of Matrix, SYSU

Teaching

• Teaching Assistant, DCS113, Undergraduate Programming I, SYSU, 09/2022 – 01/2023

Honors & Awards

• Excellent Student Second Prize Scholarship $\times$ 3
• Excellent Student Academic Competition Award
• Meritorious Winner, Mathematical Contest in Modeling (MCM)
• First Prize, The Chinese Mathematics Competitions

Contacts

Email: liyh253@mail2.sysu.edu.cn

GitHub: https://github.com/nooblyh