My name is Yiding Wang, a Computer Science PhD from the Hong Kong University of Science and Technology, advised by Professor Kai Chen.

My research interests include machine learning systems, especially in promoting the efficiency of ML training and serving with learning-based techniques.

I received the Bachelor degree in 2017 from Shanghai Jiao Tong University.

Publications

  • Tabi: An Efficient Multi-Level Inference System for Large Language Models
    Yiding Wang, Kai Chen, Haisheng Tan, Kun Guo
    EuroSys 2023 Paper, ACM, Slides

  • Egeria: Efficient DNN Training with Knowledge-Guided Layer Freezing
    Yiding Wang, Decang Sun, Kai Chen, Fan Lai, Mosharaf Chowdhury
    EuroSys 2023 Paper, ACM, Slides

  • Enabling Edge-Cloud Video Analytics for Robotic Applications
    Yiding Wang, Weiyan Wang, Duowen Liu, Xin Jin, Junchen Jiang, Kai Chen
    Transactions on Cloud Computing 2022 Paper, IEEE
    The TCC version extends Runespoor (INFOCOM ‘21).

  • Enabling Edge-Cloud Video Analytics for Robotic Applications
    Yiding Wang, Weiyan Wang, Duowen Liu, Xin Jin, Junchen Jiang, Kai Chen
    INFOCOM 2021 Paper, Slides, Video, Code, IEEE

  • Bridging the Edge-Cloud Barrier for Real-time Advanced Vision Analytics
    Yiding Wang, Weiyan Wang, Junxue Zhang, Junchen Jiang, Kai Chen
    HotCloud 2019 Paper, USENIX
    CloudSeg is the workshop version of Runespoor (INFOCOM ‘21).

  • Ashman: A Bandwidth Fragmentation-Based Dynamic Flow Scheduling for Data Center Networks
    Tao Song, Yuchen Liu, Yiding Wang, Ruhui Ma, Alei Liang, Zhengwei Qi, Haibing Guan
    The Computer Journal 2017

Experience

  • Researcher
    Huawei Noah’s Ark Lab
    September 2023 - Now, Hong Kong

  • Software Engineer Intern
    Intel BigDL Project
    August 2016 - January 2017, Shanghai, China

Education

  • PhD in Computer Science
    Hong Kong University of Science and Technology
    September 2017 - April 2023

  • Bachelor of Engineering in Instrument Science
    School of Electronics, Information and Electrical Engineering
    Shanghai Jiao Tong University
    September 2013 - July 2017

Teaching

  • Spring 2020, COMP3511 Operating System, TA

  • Fall 2018, COMP1022P Introduction to Computing with Java, TA

Awards & Grants

  • 2023, Research Travel Grant, HKUST
  • 2021, INFOCOM Conference Grant, IEEE
  • 2019, SIGCOMM Travel Grant, ACM
  • 2019, Research Travel Grant, HKUST
  • 2018, APNet Travel Grant, ACM
  • 2017 - 2023, Postgraduate Studentship, HKUST
  • 2016, Excellent Students Awards (Top 15%), SJTU
  • 2016, Merit Student, SJTU
  • 2015 & 2016, Academic Progress Scholarship, SJTU