Hong-Yu Chen
Scholar

Hong-Yu Chen

Google Scholar ID: vMI72cUAAAAJ
PhD, Department of Computer Science, Northwestern University
Machine LearningFoundation ModelsAI4Science
Citations & Impact
All-time
Citations
69
 
H-index
3
 
i10-index
1
 
Publications
6
 
Co-authors
3
list available
Resume (English only)
Research Experience
  • Conducted research at MAGICS lab, involved in the StarEmbed-GPT project, and gave talks at OAC Summit 2025 and Open SkAI 2025.
Education
  • PhD: Department of Computer Science, Northwestern University, advised by Prof. Han Liu; B.S.: Physics, National Taiwan University, advised by Prof. Hsi-Sheng Goan.
Background
  • Research interests include advancing the understanding and application of foundation models, particularly their theoretical foundations, universal approximation capabilities, potential to perform complex algorithms, and links to associative memory such as the Hopfield Model. Also works on extending their applications beyond language and vision, particularly in time series analysis and other scientific domains like astrophysics.