About Me

I design memory- and computationally-efficient algorithms for machine learning, with a focus on matrix sketching and streaming data.

I am a Ph.D. student at the Gaoling School of Artificial Intelligence, Renmin University of China, advised by Prof. Zhewei Wei.

I am currently visiting the University of Oxford, hosted by Prof. Graham Cormode.

Previously, I received my B.Sc. in Mathematical Statistics from the School of Statistics at Renmin University of China in June 2023.

My research centers on Sketch4ML: designing compact data structures for efficient learning. I am interested in reinforcement learning, online learning, unlearning, and the complexity and lower bounds of streaming algorithms.

  • Matrix sketching
  • Online learning
  • Efficient ML
  • Streaming algorithms

Feel free to reach out via email — I am always happy to discuss research and collaborations.

Publications

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