Jialian Wu
Senior Research Scientist at AMD
California, United States
Summary
👤
Senior🎓
Top SchoolJialian Wu is a research scientist specializing in generative AI and machine learning systems, currently a Senior Research Scientist at AMD with eight years of industry and research experience. He holds a PhD in Computer Science from the University at Buffalo and began his technical foundation in electrical and electronics engineering at Tianjin University. Jialian's career spans leading semiconductor and cloud AI teams at AMD and Qualcomm, with hands-on internships at Amazon, Microsoft, and Horizon Robotics that bridged applied research and production deployment. He focuses on pushing model efficiency and hardware-aware ML, translating academic rigor into practical GenAI solutions for silicon and software co-design. Colleagues describe him as a pragmatic researcher who iterates quickly across prototype and scale, often spotting system-level trade-offs others miss. Based in California, he combines deep theory with product-minded engineering to accelerate ML workloads on modern hardware.
8 years of coding experience
2 years of employment as a software developer
Bachelor's degree, Electrical and Electronics Engineering, Bachelor's degree, Electrical and Electronics Engineering at Tianjin UniversityDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at University at Buffalo
Github Skills (40)
vocabulary10
backbone10
segment10
segmentation9
change-detection9
computer-vision8
object-detection8
semantic-segmentation8
weakly-supervised-learning7
science7
visual-recognition7
visual-question-answering6
deep-learning6
face-recognition6
face-detection6
Programming languages (1)
Github contributions (5)
JialianW/GRiT
Nov 2022 - Dec 2022
GRiT: A Generative Region-to-text Transformer for Object Understanding (https://arxiv.org/abs/2212.00280)
Contributions:15 commits, 13 pushes, 1 branch in 15 days
JialianW/pascal2coco
May 2018 - Dec 2018
Contributions:5 pushes, 1 branch in 7 months
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