About Me
Hi, I'm Hyukjun Lim, a senior student at Seoul National University majoring in Materials Science and Engineering, and pursuing Interdisciplinary Major in Artificial Intelligence.
I have a deep passion for integrating Artificial Intelligence with Chemistry to solve challenging problems in the field. I aim to develop innovative AI-driven solutions to advance chemical discovery and engineering.
Throughout my career, I have published 2 peer-reviewed papers, 2 workshop papers, and collaborated with leading institutions worldwide. My research has been recognized through various awards and grants.
Research Interests
Hyukjun Lim
Researcher in AI for Chemistry
Seoul National University
Latest News
Publications
Hyukjun Lim*, Soojung Yang*, Lucas Pinede, Miguel Steiner, Yuanqi Du, Rafael Gómez-Bombarelli
NeurIPS Workshop on Frontiers in Probabilistic Inference, 2025
Guided diffusion framework for a priori sampling of transition states in molecular systems.
Hyukjun Lim, Seokhyun Choung, Jeong Woo Han
NeurIPS Workshop on AI for Accelerated Materials Design, 2025
First-order relational knowledge distillation approach for improving machine learning interatomic potentials.
Hyukjun Lim, Joonseok Bang, Chanhyung Lee, Junhyeong Park, Juhyeong Shin, Hyeongseo Kim, Myoung-Gyu Lee
International Symposium on Microelectronics and Packaging (ISMP), 2025
Deep learning framework for real-time prediction of thermal fatigue reliability in high-bandwidth memory using FEA-guided U-Net architecture.
Hyukjun Lim, Sun Kim, Sangseon Lee
ICLR, 2025
Efficient protein-ligand binding affinity prediction using cross-attention on hierarchical representations.