Xuxi Yang
Algorithm Engineer at ByteDance
Beijing, China
Summary
👤
Senior🎓
Top SchoolXuxi Yang is an algorithm engineer with 9 years of experience specializing in deep learning, reinforcement learning, decision theory, optimization, and computer vision, currently working at ByteDance in Beijing. He holds a PhD in Aerospace Engineering from Iowa State University and has applied RL and MDP techniques to both single- and multi-agent problems, including UAV guidance and collision avoidance in OpenAI Gym environments. His industry work spans model compression for large-scale recommendation systems, real-time object detection on edge devices, and verification & validation tools for decision-making systems using Bayesian optimization. Xuxi combines rigorous academic research with hands-on production deployment, having moved algorithms from simulators to iOS and onboard UAV systems. He frequently bridges safety-critical aerospace problems and scalable ML solutions, reflecting a practical focus on robust decision-making under uncertainty. For more technical detail and projects, his work is documented at his personal site and GitHub.
8 years of coding experience
4 years of employment as a software developer
Doctor of Philosophy - PhD, Aerospace, Aeronautical and Astronautical/Space Engineering, 3.93/4.0, Doctor of Philosophy - PhD, Aerospace, Aeronautical and Astronautical/Space Engineering, 3.93/4.0 at Iowa State UniversityThe University of Hong Kong (HKU)Bachelor’s Degree, Mathematics, 89.88/100, Bachelor’s Degree, Mathematics, 89.88/100 at Harbin Institute of Technology
English, Chinese
Stackoverflow
43reputation
1kreached
0answers
1question
Github Skills (36)
kubernetes10
python10
machine-learning10
tensorboard10
deep-learning10
tensorflow10
monte-carlo-tree-search10
data-science9
reinforcement-learning9
ml9
gomoku9
deep-neural-networks9
neural-network9
deep-reinforcement-learning9
pytorch8
Programming languages (4)
Github contributions (5)
xuxiyang1993/gym-guidance-collision-avoidance-single
Jan 2019 - May 2020
Contributions:189 commits, 2 PRs, 167 pushes in 1 year 4 months
xuxiyang1993/MCTS-for-Computational-Guidance
Sep 2018 - May 2021
Contributions:13 commits, 10 pushes, 1 branch in 2 years 8 months
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