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
• Agentic AI for Molecular Design
  • Synthesizable Molecular Generation
  • Multi-Objective Molecular Optimization
  • Planning and Routing
• Molecular Representation Learning
  • Multi-modal Fusion
  • Adaptive Fusion
• Explainable/Interpretable AI