Yilan Chen 陈一览

Welcome to Yilan Chen's Homepage!

About Me

Yilan's picture I am a second-year Ph.D. student in Computer Science and Engineering Department at University of California San Diego (UCSD). I’m fortunate to be advised by Prof. Tsui-Wei (Lily) Weng. I received my M.S. degree from UCSD and B.E. degree from Xi’an Jiaotong University.

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Research Interests

My current research interests are theoretical machine learning and its applications, with a focus on deep learning theory (optimization, generalization, and robustness). My research goal is to establish theoretical foundations for modern deep learning models and develop principled algorithms for real-world applications.

Interested topics:

Feel free to drop me an email if you would like to collabrate or have a discussion!

Publications

Invited Talks

Analyzing Generalization of Neural Networks through Loss Path Kernels

Teaching

Professional Service

Contact

University of California San Diego, La Jolla, CA
Email: yilan [at] ucsd.edu