Haoyu Li

GDC 6.818D
2317 Speedway
Austin, TX 78712

Email: lhy@utexas.edu

CV

Google Scholar

About

I am a second-year Ph.D. student at UTNS (UT Austin Networked Systems group), advised by Prof. Aditya Akella and Venkat Arun.

I am interested in machine learning for systems and systems for machine learning. I do research for industry.

In 2023, I got my BS degree at Turing Class, Peking University, worked with Prof. Tong Yang.

Selected publications

1. Speculative Ad-hoc Querying. Haoyu Li, Srikanth Kandula, Maria Angels de Luis Balaguer, Aditya Akella, Venkat Arun. Preprint. [Code]
   
2. Accelerating Distributed Deep Learning using Lossless Homomorphic Compression. Haoyu Li, Yuchen Xu, Jiayi Chen, Rohit Dwivedula, Wenfei Wu, Keqiang He, Aditya Akella, Daehyeok Kim. Preprint.
   
3. ChainedFilter: Combining Membership Filters by Chain Rule. Haoyu Li, Liuhui Wang, Qizhi Chen, Jianan Ji, Yuhan Wu, Yikai Zhao, Tong Yang, Aditya Akella. SIGMOD 2024.
   
4. StingySketch: a Sketch Framework for Accurate and Fast Frequency Estimation. Haoyu Li, Qizhi Chen, Yixin Zhang, Tong Yang, Bin Cui. VLDB 2022.
   

Experience

1. Research Assistant. UT Austin, 2023-2024.
   
2. Research Intern. Microsoft Corp., 2024 Summer.