Yu-syuan Xu
AI Algorithm Engineer at 聯發科
New Taipei, Taiwan
Summary
👤
Senior🎓
Top SchoolYu-syuan Xu is a Senior AI Algorithm Engineer based in New Taipei, Taiwan with 11 years of experience specializing in deep learning and computer vision for intelligent vision/video analysis and advanced image/video processing. At MediaTek he leads development and on-device deployment of cutting-edge AI models and co-designs/optimizes Deep Learning Accelerator integrations to maximize performance on APU-powered edge devices. His strong academic foundation from National Tsing Hua University (MS/BS, top GPA) is complemented by hands-on teaching roles at NVIDIA and his university, reflecting both research depth and practical pedagogy. He focuses on turning state-of-the-art research into efficient, production-ready solutions for constrained hardware, bridging algorithm design and system-level optimization. Known for squeezing high accuracy and throughput from edge ecosystems, he brings a rare combination of algorithmic rigor and hardware-aware engineering.
11 years of coding experience
Master's degree, Computer Science, 4.15/4.3, Master's degree, Computer Science, 4.15/4.3 at National Tsing Hua University
Chinese, English
Github Skills (10)
video-understanding6
detectron5
pytorch4
segmentation2
mask2
keras1
object-detection1
deep-learning1
tensorflow1
instance-segmentation1
Programming languages (1)
Github contributions (5)
XUSean0118/XUSean0118.github.io
Jul 2018 - Feb 2025
Contributions:42 pushes, 1 branch in 6 years 8 months
XUSean0118/DVSNet
Mar 2018 - Jan 2019
Contributions:27 commits, 17 pushes, 26 comments in 11 months
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