Yue Niu
ML Research Scientist at Meta
Los Angeles, California, United States
Summary
👤
Senior🎓
Top SchoolYue Niu is an ML research scientist with a PhD in Computer Engineering from USC and eight years of experience at the intersection of efficient and privacy-preserving machine learning. Currently at Meta, Yue's work spans differential privacy, federated learning, and leveraging trusted execution environments to balance performance and data confidentiality. Prior roles at Amazon and USC combined applied science and systems-focused research, including FPGA-based CNN acceleration and low-rank compression for efficient inference. He brings deep expertise in distributed ML optimization—particularly second-order methods—to accelerate training while preserving privacy, and uniquely couples hardware-aware implementations with theoretical ML techniques. Based in Los Angeles, he is reachable at yueniu2022@gmail.com for collaboration on private and scalable ML systems.
8 years of coding experience
5 years of employment as a software developer
Doctor of Philosophy - PhD, Computer Engineering, Doctor of Philosophy - PhD, Computer Engineering at University of Southern CaliforniaMaster of Engineering - MEng, Electrical and Electronics Engineering, 3.7, Master of Engineering - MEng, Electrical and Electronics Engineering, 3.7 at Northwestern Polytechnical University
Stackoverflow
71reputation
4kreached
0answers
3questions
Github Skills (29)
python8
deep-learning8
gpu8
machine-learning8
x86-648
openmp7
cpp7
testbench6
oneapi6
atomic6
neural-network6
tensorflow6
sgx6
opencl6
locking6
Programming languages (3)
Github contributions (5)
yuehniu/asymmetricML
Aug 2020 - Jun 2022
Contributions:19 commits, 1 push in 1 year 9 months
yuehniu/homepage
Jul 2023 - Dec 2024
Contributions:360 pushes, 1 branch in 1 year 5 months
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