Shuzhao Xie

I am a research assistant at Tsinghua SIGS, working with Prof. Zhi Wang on metaverse. I received my Master's degree in Computer Technology from Tsinghua University in 2023 and my Bachelor's degree in Computer Science and Technology from Beijing Normal University in 2020.

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My research is in the area of video streaming and deep learning. I'm interested in designing systems to efficiently utilize deep learning models/services and exploiting deep learning techniques to empower network systems. I have experience in machine learning cloud services, reinforcement learning algorithms, and edge hardwares (e.g., Jetson Nano, Raspberry Pi).

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.