Liming Liu

Ph.D. Student - Machine Learning


Contact

 ISyE Main 341
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Advisor

Education

  • Ph.D. Machine Learning (Expected 2029), Georgia institute of Technology
  • B.S. Statistics (2024), Peking University
  • B.S. Economics (2024), Peking University

About

I’m a second year PhD student in Machine Learning at Georgia Tech. I work on making large language models (LLMs) more efficient to train and use, with recent focus on optimization algorithms, synthetic data for model post-training, and diffusion language models (DLLMs). I’ve collaborated closely with Amazon Rufus and Microsoft GenAI, and I enjoy building practical methods that improve both model performance and compute efficiency. Before grad school, I studied Statistics and Economics at Peking University.