CV
Curriculum Vitae
Basics
Name | Wenyuan (Warren) Zhao |
Label | Ph.D. Student |
wyzhao@tamu.edu | |
Phone | 858-361-6905 |
Url | https://wyzhao23.github.io/ |
Summary | An aggie at Texas A&M University, working on the general area of machine learning and information theory |
Education
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2023.08 - 2027.06 College Station, US
Ph.D.
Texas A&M University, United States
Information Science and Learning Systems
- Advisor: Prof. Chao Tian
- GPA: 4.0/4.0
-
2021.09 - 2023.06 La Jolla, US
M.S.
University of California San Diego, United States
Communication Theory and Systems
- Advisor: Prof. Xinyu Zhang
-
2017.09 - 2021.06 Nanjing, CN
Awards
- 2025
Departmental Poster Event Winner
Texas A&M University
- 2020
Sun Qingyun Scholarship
Southeast University
- 2019
First Place in Mathematical Contest in Modeling (CUMCM)
China Society for Industrial and Applied Mathematics
Top 0.7%, best from SEU
- 2019
Mitsubishi Electric Corporation Scholarship
Southeast University
Publications
-
2025 -
2025 From Deep Additive Kernel Learning to Last-layer Bayesian Neural Networks via Induced Prior Approximation
Presented at AISTATS 2025
Acceptance rate: 31.3%.
-
2024 Weakly Private Information Retrieval from Heterogeneously Trusted Servers
Submitted to IEEE TIT
Preprint. Under review.
Projects
- 2023 - 2025
Deep Gaussian Processes
A sparse expansion for deep Gaussian processes (DGPs) as Bayesian neural networks.
- Deep Additive Kernel Learning
- DMGP Package
- 2023 - 2025
Coding for Privacy
Optimizing code schemes for private information retrieval (PIR) systems.
- Weakly Private Information Retrieval
- Leaky Private Information Retrieval
- 2022 - 2023
Dynamic mmWave Networking
Machine learning can help automate network control decisions, but its practical deployment faces new system-level challenges in 5G IAB, from heterogeneous network slices to run-time decision-making.
- Self-supervised Adaptive Configuration
- Reinforcement Learning Mesh Controller
Interests
Machine Learning | |
Bayesian Deep Learning | |
Deep Generative Models | |
Uncertainty Quantification |
Information Theory | |
Private Information Retrieval | |
Partial Information Decomposition | |
Communications |
Languages
Chinese | |
Native speaker |
English | |
Fluent |