美国休斯顿大学 机器学习与控制优化组 招2023秋季/2024春季 全奖博士
336817
Dr. Bin Hu's research group at the University of Houston is seeking highly motivated PhD applicants with a passion for machine learning, control, and optimization. Our research group maintains close ties with leading researchers at Rice University on a range of interdisciplinary research projects, from developing safe machine learning algorithms for human-AI system to designing control and optimization algorithms for robotic systems and autonomous vehicles. One of the many benefits of joining our group is the opportunity to collaborate with leading researchers at Rice University, to broaden their research scope, access new resources, and work on cutting-edge research projects with real-world applications. Our group is committed to providing a supportive and inclusive environment that fosters intellectual curiosity, creativity, and scientific excellence.
The research interests of Dr. Hu's group cover a wide range of topics in machine learning, control, and optimization, including but not limited to:
We welcome applicants from a variety of backgrounds, including electrical and computer engineering, computer science, mathematics, and physics. Our ideal candidate will have a strong foundation in mathematics, programming (Python, C, C++ or Matlab), and a demonstrated interest in machine learning, control, and optimization.
If you are interested, please send copies of your CV, transcripts, publications (if any) to [email protected]
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About Dr. Bin Hu
Dr. Bin Hu received his Ph.D. degree from the Department of Electrical Engineering at the University of Notre Dame in 2016, and M.S. from Zhejiang University in 2010. He is currently Assistant Professor at the University of Houston. Dr. Hu’s research interests lie in the areas of cybersecurity, control, optimization/game theory and machine learning, as well as their applications in wireless communications, robotics, human-AI collaboration, vehicular networked systems and manufactory automation. His research has been funded by grants from NSF and ONR. Dr. Hu has actively involved students in his funded research, and has supervised over ten students for their research projects since 2018. Dr. Hu has published 40+ peer reviewed papers in IEEE, ACM and ASME journals and conferences, including top ranked journals of IEEE Transactions on Automatic Control, Automatica, IEEE Transactions on Human-Machine Systems, IEEE Robotics and Automation Letter (RAL) and IEEE Transactions on Vehicular Technology, and top ranked conference of IEEE CDC, ACC, IROS and ICDCS.
About University of Houston:
The University of Houston (UH) is a public research university in Houston, Texas. Founded in 1927, UH is a member of the University of Houston System and the third-largest university in Texas with over 47,000 students including students from over 130 countries, UH provides a vibrant and dynamic environment where students can learn, grow, and thrive. Its campus, which is primarily in southeast Houston, spans 894 acres (3.62 km2), with the inclusion of its Sugar Land and Katy sites. The university is classified as an "R1: Doctoral Universities – Very high research activity." The academic programs at UH are highly regarded and have been recognized by prestigious organizations such as U.S. News & World Report, which has consistently ranked several of UH's programs among the best in the nation. For example, the Bauer College of Business has been ranked as one of the top business schools in the country, and the Cullen College of Engineering is recognized for its world-class research and innovation.
The research interests of Dr. Hu's group cover a wide range of topics in machine learning, control, and optimization, including but not limited to:
- Safe learning and control
- Distributed optimization and control
- Human-AI Interaction
- Multi-agent systems and game theory
- Cybersecurity in robotics and autonomous vehicles
We welcome applicants from a variety of backgrounds, including electrical and computer engineering, computer science, mathematics, and physics. Our ideal candidate will have a strong foundation in mathematics, programming (Python, C, C++ or Matlab), and a demonstrated interest in machine learning, control, and optimization.
If you are interested, please send copies of your CV, transcripts, publications (if any) to [email protected]
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About Dr. Bin Hu
Dr. Bin Hu received his Ph.D. degree from the Department of Electrical Engineering at the University of Notre Dame in 2016, and M.S. from Zhejiang University in 2010. He is currently Assistant Professor at the University of Houston. Dr. Hu’s research interests lie in the areas of cybersecurity, control, optimization/game theory and machine learning, as well as their applications in wireless communications, robotics, human-AI collaboration, vehicular networked systems and manufactory automation. His research has been funded by grants from NSF and ONR. Dr. Hu has actively involved students in his funded research, and has supervised over ten students for their research projects since 2018. Dr. Hu has published 40+ peer reviewed papers in IEEE, ACM and ASME journals and conferences, including top ranked journals of IEEE Transactions on Automatic Control, Automatica, IEEE Transactions on Human-Machine Systems, IEEE Robotics and Automation Letter (RAL) and IEEE Transactions on Vehicular Technology, and top ranked conference of IEEE CDC, ACC, IROS and ICDCS.
About University of Houston:
The University of Houston (UH) is a public research university in Houston, Texas. Founded in 1927, UH is a member of the University of Houston System and the third-largest university in Texas with over 47,000 students including students from over 130 countries, UH provides a vibrant and dynamic environment where students can learn, grow, and thrive. Its campus, which is primarily in southeast Houston, spans 894 acres (3.62 km2), with the inclusion of its Sugar Land and Katy sites. The university is classified as an "R1: Doctoral Universities – Very high research activity." The academic programs at UH are highly regarded and have been recognized by prestigious organizations such as U.S. News & World Report, which has consistently ranked several of UH's programs among the best in the nation. For example, the Bauer College of Business has been ranked as one of the top business schools in the country, and the Cullen College of Engineering is recognized for its world-class research and innovation.
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