Junyeob Baek

I am a second-year Ph.D. student at KAIST working with Prof. Sungjin Ahn. Previously, I worked at Mila-Quebec AI Institute as a visiting student, collaborating with Yoshua Bengio’s group and LawZero team members. My research goal lies in building lifelong developmental agents, but safety-garuanteed. To achieve this, I am particularly interested in world modeling, interpretability, open-ended learning, and the alignment problem. Prior to my Ph.D., I received my MS from KAIST under the supervision of Prof. Sungjin Ahn. Before entering academia, I worked for 4.5 years in industry, gaining practical experience in robotics at Syscon Robotics and AI at Makinarocks.


News

  • May 2026: Recognized as a Silver Reviewer πŸ₯ˆ at ICML 2026!
  • May 2026: One paper has been accepted to ICML 2026 as an Oral Presentation (Top 0.7%)! πŸŽ‰
  • May 2026: GRAM is now on arXiv!
  • May 2025: I’ll be joining Yoshua Bengio’s group at Mila as a Visiting Student this summer in Montreal! πŸ‡¨πŸ‡¦
  • Jan 2025: One paper has been accepted to ICLR 2025! πŸŽ‰
  • Nov 2024: Successfully defended my Master’s thesis and embarking on my PhD journey at KAIST!
  • May 2024: One paper has been accepted to ICML 2024! πŸŽ‰


Publications

Learning to Theorize the World from Observation

Learning to Theorize the World from Observation

Doojin Baek*, Gyubin Lee*, Junyeob Baek, Hosung Lee, Sungjin Ahn (*Equal contribution)
ICML, 2026 (Oral Presentation, Top 0.7%)



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