Shuzhao Xie

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

Selected First-Author Works

1. 
   ACM Multimedia2025 Best Paper Candidate · Top 0.5%

   SizeGS: Size-aware Compression of 3D Gaussian Splatting via Mixed Integer Programming

   Shuzhao Xie*, Jiahang Liu*, Weixiang Zhang, Shijia Ge, Sicheng Pan, Chen Tang, Yunpeng Bai, Cong Zhang, Xiaoyi Fan, Zhi Wang

   *Equal contribution

   Paper Project Code
2. 
   ECCV2024

   MesonGS: Post-training Compression of 3D Gaussians via Efficient Attribute Transformation

   Shuzhao Xie, Weixiang Zhang, Chen Tang, Yunpeng Bai, Rongwei Lu, Shijia Ge, Zhi Wang

   Paper Project Code
3. 
   TMM2024

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

   Shuzhao Xie, Yuan Xue, Yifei Zhu, Zhi Wang

   Paper Code
4. 
   INFOCOM2022

   Cost Effective MLaaS Federation: A Combinatorial Reinforcement Learning Approach

   Shuzhao Xie, Yuan Xue, Yifei Zhu, Zhi Wang

   Paper Project Code

   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.