Yue WangYue Wang
1 year ago
Electrical and Computer Engineering (ECE) University of Central Florida in United States
Degree Level
PhD
Field of study
Computer Science
Deadline
Jan 1, 2025
Country
United States
University
University of Central Florida
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Where to contact
Official Email
Keywords
Computer Science
Machine Learning
Electrical Engineering
Mathematics
Algorithm Design
Artificial Intelligence
Reinforcement Learning
Generative Modeling
Robustness Analysis
Theoretical Framework
Statistic
Large Language Models
About this position
**PhD Positions in ECE at the University of Central Florida (Fall 2025)**
Hello everyone! I’m Yue Wang, an Assistant Professor in the Department of Electrical and Computer Engineering (ECE) at the University of Central Florida (UCF). My website: https://lnkd.in/e7e8Ksxm . I’m currently looking to recruit PhD students for Fall 2025.
**About My Research**
My research focuses primarily on reinforcement learning (RL), particularly its theoretical foundations. I aim to design, analyze, and optimize RL algorithms, providing rigorous theoretical guarantees on convergence, robustness, and other key properties. Current projects include:
- Robust reinforcement learning
- Transfer learning in RL
- Applications of generative models and large language models (LLMs) in RL
My work has been published in top-tier AI/ML conferences, such as ICML, NeurIPS, and AAAI, with one paper awarded the Distinguished Paper Award at AAAI 2023. I am also part of the UCF Artificial Intelligence Initiative, collaborating with researchers in computer vision, natural language processing, and other AI fields.
As a junior faculty member, I am hands-on in advising students. This includes providing (what I believe to be) promising research ideas, reading and discussing papers, refining theoretical proofs, guiding writing and revising papers, and offering coding support.
**About UCF and Orlando**
The University of Central Florida (UCF) is a top R1 Doctoral University (very high research activity) located in Orlando, Florida. According to CSRankings, UCF ranks:
- 55th overall
- 43rd in Machine Learning
UCF has strong industry partnerships with companies such as AMD, Intel, and Canon. Orlando offers a highly livable climate and world-renowned attractions, ensuring a great work-life balance.
**Qualifications**
- Strong mathematical background, including calculus, linear algebra, probability and statistics, and optimization
- Programming experience is not necessarily required
- Students with backgrounds in mathematics, statistics, computer science, or related fields are encouraged to apply
Feel free to reach out at [email protected] if you are interested or have any questions. I look forward to hearing from you!
Hello everyone! I’m Yue Wang, an Assistant Professor in the Department of Electrical and Computer Engineering (ECE) at the University of Central Florida (UCF). My website: https://lnkd.in/e7e8Ksxm . I’m currently looking to recruit PhD students for Fall 2025.
**About My Research**
My research focuses primarily on reinforcement learning (RL), particularly its theoretical foundations. I aim to design, analyze, and optimize RL algorithms, providing rigorous theoretical guarantees on convergence, robustness, and other key properties. Current projects include:
- Robust reinforcement learning
- Transfer learning in RL
- Applications of generative models and large language models (LLMs) in RL
My work has been published in top-tier AI/ML conferences, such as ICML, NeurIPS, and AAAI, with one paper awarded the Distinguished Paper Award at AAAI 2023. I am also part of the UCF Artificial Intelligence Initiative, collaborating with researchers in computer vision, natural language processing, and other AI fields.
As a junior faculty member, I am hands-on in advising students. This includes providing (what I believe to be) promising research ideas, reading and discussing papers, refining theoretical proofs, guiding writing and revising papers, and offering coding support.
**About UCF and Orlando**
The University of Central Florida (UCF) is a top R1 Doctoral University (very high research activity) located in Orlando, Florida. According to CSRankings, UCF ranks:
- 55th overall
- 43rd in Machine Learning
UCF has strong industry partnerships with companies such as AMD, Intel, and Canon. Orlando offers a highly livable climate and world-renowned attractions, ensuring a great work-life balance.
**Qualifications**
- Strong mathematical background, including calculus, linear algebra, probability and statistics, and optimization
- Programming experience is not necessarily required
- Students with backgrounds in mathematics, statistics, computer science, or related fields are encouraged to apply
Feel free to reach out at [email protected] if you are interested or have any questions. I look forward to hearing from you!
How to apply
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The research focuses primarily on reinforcement learning (RL), particularly its theoretical foundations. To design, analyze, and optimize RL algorithms, providing rigorous theoretical guarantees on convergence, robustness, and other key properties. Current projects include:
- Robust reinforcement learning
- Transfer learning in RL
- Applications of generative models and large language models (LLMs) in RL