Lu Yu (于露)
Lu Yu (于露)
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I am an assistant professor in the Department of Data Science at the City University of Hong Kong. Previously, I was a postdoctoral fellow at CREST/ENSAE Paris, hosted by Prof. Arnak S. Dalalyan. I received my Ph.D. in Statistics at the University of Toronto under the supervision of Prof. Stanislav Volgushev and Prof. Murat A. Erdogdu. Before that, I obtained an MS degree in Statistics at the University of Washington and a BSc in Mathematics and Applied Mathematics at Shandong University.
My research lies in the confluence of machine learning, optimization, and statistics. I am broadly interested in developing theoretical guarantees that align closely with practical experience in these fields. My current research focuses on sampling algorithms and generative models.
Recruiting: I am seeking Ph.D. students for Fall 2026 who either (1) have a strong foundation in analysis and probability with a passion for theoretical research, or (2) possess strong coding skills and an interest in applied research.
Applicants should hold a degree from a 985 university in mainland China or a QS Top 200 university abroad, with a cumulative GPA of at least 85/100 in their most recent degree (as required by CityUHK).
If you are interested in working with me and meet the above requirements, please feel free to get in touch. When reaching out, kindly include the following:
Start the subject line with “Prospective Student”.
Attach your resume, transcript, and any relevant papers you have authored.
Provide a brief paragraph outlining your current and future research direction, or attach your research statement.
Contact
Email: lu.yu@cityu.edu.hk
Office: Room 279, Floor 16, Lau Ming Wai Academic Building, City University of Hong Kong, Kowloon Tong, Hong Kong
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