Scholar
Haoyu Li
Google Scholar ID: g4dsmuoAAAAJ
UT Austin
Citations & Impact
Citations
103
H-index
5
i10-index
2
Publications
8
Co-authors
4
list available
Resume
Academic Achievements
- - Preprints:
- - Speculative Ad-hoc Querying
- - Accelerating Distributed Deep Learning using Lossless Homomorphic Compression
- - Peer-reviewed Publications:
- - ChainedFilter: Combining Membership Filters by Chain Rule, SIGMOD 2024
- - StingySketch: a Sketch Framework for Accurate and Fast Frequency Estimation, PVLDB 2022
Research Experience
- - Research Assistant: UT Austin, 2023-2024
- - Research Intern: Microsoft Corp., 2024 Summer
Education
- - Ph.D. Student: Department of Computer Science, The University of Texas at Austin, 2023-Present, Advisors: Prof. Aditya Akella and Prof. Venkat Arun
- - B.S. Degree: Turing Class, Peking University, 2023, Advisor: Prof. Tong Yang
Background
- - Research Interests: Machine Learning for Systems, Systems for Machine Learning
- - About: A third-year Ph.D. student at UTNS (UT Austin Networked Systems group), advised by Prof. Aditya Akella and Prof. Venkat Arun. His research is generously supported by the Amazon AI PhD Fellowship.
- - Research Focus: Applying AI techniques to improve performance (e.g., throughput, latency) and usability of modern computer systems, such as data analytics, ML training/serving frameworks, OS, and networks.
