Jaeyun Profile

Jaeyun Shim

Hi, I'm an AI researcher dedicated to making artificial intelligence accessible and beneficial for everyone. My research focuses on two key areas: the efficient deployment of AI on edge devices, enabling powerful models to run seamlessly in everyday environments, and AI personalization, creating adaptive systems tailored to individual user preferences. Ultimately, I am driven by the vision of democratizing AI—developing efficient and personalized technologies that empower people to easily integrate AI into their daily lives.

Research Interests

  • Efficient AI: Researching lightweight architectures and model optimization techniques that can run in resource-constrained environments.
  • Personal AI: Developing personalized AI systems that continuously learn and adapt based on individual user data and feedback.

Education

  • 2026.09 - Incoming
    Ulsan National Institute of Science and Technology, Combined M.S./Ph.D. in Computer Science and Engineering
  • 2021.03 - 2026.08
    Ulsan National Institute of Science and Technology, B.S. in Computer Science and Engineering

Experience

  • 2026.09 - Incoming
    Incoming M.S./Ph.D. Student, UAI Lab

    Researching on efficient AI and personalized AI

  • 2025.12 - 2026.08
    Undergraduate Research Intern, UAI Lab

    Researching on personalized AI

Publications

  • Personalized GUI Agent (In Preparation)
    Working Paper, 2026

Hobbies

Baseball F1

Outside of research, I stay active and energized by practicing boxing. I'm also an avid sports fan—proudly cheering for the KBO's Hanwha Eagles in baseball, and a proud Tifosi for Formula 1.