Jin Hyuk Kim

Hi, I’m Jin Hyuk Kim, an M.S. student in Computer Engineering at Hallym University, advised by Prof. Jonghwan Choi.

I am a member of the AI-Powered Cheminformatics Laboratory, where I develop artificial intelligence approaches for drug discovery.

My current research focuses on Agentic AI for molecular generation and multi-objective molecular optimization. In particular, I study how specialized molecular models can be dynamically selected and coordinated to solve complex molecular design problems.

My broader research interests include:

• AI4Science (Chemistry, Drug Discovery & Biology)
• Molecular Generation & Optimization
• Agentic AI & Closed-loop Discovery
• Uncertainty Quantification
• Molecular Representation Learning
  • Multimodal Fusion
  • Adaptive Fusion
• Explainable/Interpretable AI