Simon Park
Scholar

Simon Park

Google Scholar ID: kyIuB_MAAAAJ
Princeton University
Large Language Models
Citations & Impact
All-time
Citations
45
 
H-index
3
 
i10-index
2
 
Publications
4
 
Co-authors
8
list available
Resume (English only)
Academic Achievements
  • 1. May 2025, 'Generalizing from SIMPLE to HARD Visual Reasoning' accepted as a poster at ICML 2025
  • 2. January 2025, 'Instruct-SkillMix' accepted as a poster at ICLR 2025
  • 3. October 2024, 'Instruct-SkillMix' accepted as an Oral presentation at NeurIPS 2024 Workshop and as a poster at NeurIPS 2024 Workshop in Fine-Tuning in Modern Machine Learning
  • 4. May 2023, Graduated Cum Laude from Princeton with a Bachelor’s degree in Mathematics. Thesis: 'Infinite-Width 1-Layer ReLU Networks with L2 Regularization on 2D Data'
  • 5. September 2022, Published the first comprehensive Lecture Notes for COS324 - Introduction to Machine Learning
Research Experience
  • 1. Published paper 'Generalizing from SIMPLE to HARD Visual Reasoning' at ICML 2025
  • 2. Published paper 'Instruct-SkillMix: A Powerful Pipeline for LLM Instruction Tuning' at ICLR 2025
  • 3. Presented paper 'Instruct-SkillMix' as an oral presentation at NeurIPS 2024 Workshop and as a poster at NeurIPS 2024 Workshop in Fine-Tuning in Modern Machine Learning
Education
  • 1. Master of Science in Engineering, Computer Science - Princeton University, Advisor: Prof. Sanjeev Arora
  • 2. Bachelor of Arts in Mathematics - Princeton University, Advisor: Prof. Boris Hanin, Thesis: 'Infinite-Width 1-Layer ReLU Networks with L2 Regularization on 2D Data'
Background
  • Incoming Ph.D. student in the Department of Computer Science at Princeton University. Previously received M.S.E. in Computer Science (advised by Prof. Sanjeev Arora) and B.A. in Mathematics.