Seungjoon Lee

sjlee1218 at postech dot ac dot kr

I am a Ph.D. candidate at POSTECH ML Lab, South Korea, fortunate to be advised by Prof. Jungseul Ok. My goal is to democratize AI by developing cost-efficient yet high-performing algorithms that make advanced technologies accessible to a broader community. My research focuses on agentic and embodied AI, with an emphasis on building powerful agents using small, cost-efficient models.

Previously, I completed my B.S.E. in Computer Science and Engineering at POSTECH.

selected publications

  1. Experience-based Knowledge Correction for Robust Planning in Minecraft
    Seungjoon Lee, Suhwan Kim, Minhyeon Oh, Youngsik Yoon, and Jungseul Ok
    In The Fourteenth International Conference on Learning Representations (ICLR), 2026
    Website
  2. ample.jpg
    Active Preference-based Learning for Multi-dimensional Personalization
    Minhyeon Oh, Seungjoon Lee, and Jungseul Ok
    In Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL), 2025
    arXiv Website