Yulong Hui

  • huiyl22@mails.tsinghua.edu.cn
  • +86 18717351390

About Me

I am a Ph.D. student in Institute for Interdisciplinary Information Science (IIIS, Yao Class) at Tsinghua University, advised by Prof. Huanchen Zhang. Before joining Tsinghua, I obtained my B.E. of Computer Science from Shanghai Jiao Tong University in 2022. My research interests mainly lie in the fields of cloud database system and machine learning system. I am currently focusing on scalable and efficient ML serving pipelines.

Research Interests

ML & Cloud System, Database System

Education

Professional Experience

Shanghai Qi Zhi Institute

Shanghai, China
Oct 2021 - Present

Research intern in database group

Tencent

Shenzhen, China
July 2021 - Sep 2021

Engineering intern in Cloud-Architecture-Platform group
Focus on operating system and cloud infrastructure

Shanghai Jiaotong University

Shanghai, China
Mar 2019 - Jun 2022

Research intern supervised by Quan Chen
Focus on the optimization of cloud system and AI system

Research intern supervised by Linghe Kong
Focus on the optimization of network communication

Publications

UDA: A Benchmark Suite for Retrieval Augmented Generation in Real-world Document Analysis

Yulong Hui, Yao Lu, Huanchen Zhang
Conference on Neural Information Processing Systems (NIPS 2024)

An Empirical Evaluation of Columnar Storage Formats

Xinyu Zeng, Yulong Hui, Jiahong Shen, Andrew Pavlo, Wes McKinney, Huanchen Zhang
International Conference on Very Large Data Bases (VLDB 2023)

Computing in the Era of Large Generative Models: From Cloud-Native to AI-Native

Yao Lu, Song Bian, Lequn Chen, Yongjun He, Yulong Hui, Matthew Lentz, Beibin Li, Fei Liu, Jialin Li, Qi Liu, Rui Liu, Xiaoxuan Liu, Lin Ma, Kexin Rong, Jianguo Wang, Yingjun Wu, Yongji Wu, Huanchen Zhang, Minjia Zhang, Qizhen Zhang, Tianyi Zhou, Danyang Zhuo
Preprint

Awards

  • Shanghai Outstanding Graduate Award
    2022
    Top 1%
  • Fan Hsu-chi Principle Scholarship
    2019, 2020, 2021
    Top 1%
  • Zhiyuan Honors Scholarship
    2019, 2020, 2021
    Top 5%
  • Excellent Undergraduate Scholarship
    2019, 2020, 2021
    Top 15%

Skills

Competent:

  • C & C++
  • Python
  • Latex
  • Java

Experiences:

  • Verilog
  • Golang
  • Javascript

Extra Interests

  • Rock and Roll
  • Guitar
  • Soccer
  • Crosstalk
  • Stand-Up Comedy

Other Links

  • I am an amateur music producer certified by NetEase Cloud Music, and you can find my songs here.