Zeyu Sun Email and Phone Number
I am a PhD candidate in Electrical and Computer Engineering (ECE) at the University of Michigan, where I focus on statistical machine learning with applications in space weather forecasting. I am completing my dual master's degree in Statistics at the University of Michigan. I have a master's degree in ECE from the University of Michigan and a bachelor's degree in Electronic Engineering and Computer Science from Peking University.My expertise includes machine learning and deep learning, and I am passionate about solving theoretically interesting and challenging problems that have real-world impact. I value collaboration and innovation, and I can bring a unique perspective and experience to the team.
- Website:
- google.com
- Employees:
- 219238
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Machine Learning Software EngineerGoogle Nov 2024 - PresentMountain View, California, United States
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Graduate Student Research AssistantUniversity Of Michigan - Rackham Graduate School Sep 2019 - Aug 2024Ann Arbor, Michigan, United StatesSelected Publications:• Sun, Zeyu, Dogyoon Song, and Alfred Hero. "Minimum-Risk Recalibration of Classifiers." NeurIPS 2023 (Spotlight)• Sun, Zeyu, et al. "Predicting solar flares using cnn and lstm on two solar cycles of active region data." The Astrophysical Journal 931.2 (2022): 163. -
Graduate Student InstructorUniversity Of Michigan - Rackham Graduate School Sep 2019 - Dec 2019Ann Arbor, Michigan, United StatesGraduate Student Instructor for EECS 545 (Machine Learning)
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Graduate InternLawrence Livermore National Laboratory May 2023 - Aug 2023Livermore, California, United States• Generated finite-element simulated data of Partial Differential Equations (PDEs) using Matlab• Implemented MeshGraphNet and DeepONet and compared them in solving partial differential equations• Evaluated the transferability of MeshGraphNet and DeepONet -
Applied Scientist InternAmazon May 2022 - Aug 2022Seattle, Washington, United States• Proposed and implemented hierarchical classification algorithms on top of GPT-2 to predict intents from customer service dialogs and improved accuracy by 3.5%• Delivered a python package that integrates an efficient data pipeline (data loading time decreased from 20 min to seconds) and flexible framework that adapt to multiple datasets and models• Investigated the classifier’s performance on classes with small samples and found the proposed hierarchical method performs better than flat classification -
Research InternRensselaer Polytechnic Institute Jul 2016 - Sep 2016Troy, New York, United States• Implemented a data-adaptive bus selection algorithm to detect power line outages in MATLAB• Discovered the counter-intuitive robustness of the algorithm to line reactance uncertainties• Proposed a theoretical explanation for the algorithm’s insensitivity with power line impedance uncertainty (Accompanying paper was published in proceedings of IEEE GlobalSIP 2017)
Zeyu Sun Education Details
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Electrical And Computer Engineering
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Electrical And Electronics Engineering
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Electronic Engineering And Computer Science
Frequently Asked Questions about Zeyu Sun
What company does Zeyu Sun work for?
Zeyu Sun works for Google
What is Zeyu Sun's role at the current company?
Zeyu Sun's current role is Machine Learning Software Engineer @ Google.
What schools did Zeyu Sun attend?
Zeyu Sun attended University Of Michigan - Rackham Graduate School, University Of Michigan - Rackham Graduate School, University Of Michigan - Rackham Graduate School, Peking University.
Who are Zeyu Sun's colleagues?
Zeyu Sun's colleagues are Muhammad Haci Yusuf, Suzana Bozic, Nitish Kulkarni, Latoria Pride, Mithlesh Kumar, Christiaan Martinez, Sun Jian.
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