Shuzhao Xie

I am a PhD student at Tsinghua SIGS, working with Prof. Zhi Wang on 3D Vision. Previously M.E. at Tsinghua (2023) and B.S. at BNU (2020).

Research Interests

My research focuses on computer graphics and computer vision, particularly on 3D reconstruction and simulation techniques that facilitate effective robot learning.

Selected Publications

Full Publications  →

Selected First-Author Works

SkyML
TMM, 2024

SkyML: A MLaaS Federation Design for Multicloud-based Multimedia Analytics

Shuzhao Xie, Yuan Xue, Yifei Zhu, Zhi Wang

Armol
INFOCOM, 2022

Cost Effective MLaaS Federation: A Combinatorial Reinforcement Learning Approach

Shuzhao Xie, Yuan Xue, Yifei Zhu, Zhi Wang

As naively using multiple ML APIs can lead to lower analytical accuracy and poor user experience, we employ reinforcement learning to select the optimal combination of MLaaSes, thus maximizing accuracy while minimizing cost.

Service

Journal & Conference Reviewer

  • CVPR 2025
  • ICCV 2025
  • ACM MM 2024 – 2025
  • ICASSP 2023 – 2025
  • IJCNN 2025

Teaching

Teaching Assistant

  • Big Data System (B) Tsinghua University · Fall 2021
  • Distributed Machine Learning Tsinghua University · Fall 2024