Sangkyu Lee
M.S. student, Yonsei University
I am an M.S. student in the Multimodal Intelligence Research (MIR) Lab, advised by Youngjae Yu. Concurrently, I am a research scientist intern at the Language Lab of LG AI Research. Before LG AI Research, I was a research scientist intern at the Foundation Research Team in Naver Cloud and a technical lead for World Model for Robotics and Vehicle Control Team at maumAI. Before the M.S. degree program, I received a B.A. in Applied Statistics and a B.S. in Computer Science & Engineering from Yonsei University.
My research goal is to develop an embodied agent that autonomously discovers and acquires knowledge through experiences. To this end, I aim to find scalable approaches for how embodied agents can learn through the physical world without human supervision, not limited to physical constraints. Currently, I am researching related research topics to achieve efficient long-context multimodal generative models and continual learning through self-supervision for AI alignment.
🙌 Looking for Ph.D. programs! 🙌
News
| Feb 18, 2025 | Our new preprint, KL Penalty Control via Perturbation for Direct Preference Optimization, is released! |
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| Jan 17, 2025 | Check out our new preprint, SEAL: Entangled White-box Watermarks on Low-Rank Adaptation. |
| Dec 10, 2024 | Congratulation! Our paper is accepted at AAAI 2025. |
| Sep 30, 2024 | I am starting a research scientist internship at the Language Lab in LG AI Research. |
| May 16, 2024 | Our paper is accepted as a main conference paper at ACL 2024! |
