Xiaotian Han

Assistant Professor
Department of Computer and Data Sciences
Case School of Engineering

Machine Learning, Large Language Models, AI4Science

[Research] I lead the Machine Learning Research group in the Department of Computer and Data Sciences at Case Western Reserve University. Our research will focus on foundation models and their applications:

  • Efficient LLM: optimizing architecture, enhancing long context
  • Understanding LLM: understanding position embedding, understanding alignment
  • LLM Agents: developing planning strategies, enhancing reasoning capabilities
  • AI4Sci: graph Foundation Models

My homepage: https://ahxt.github.io