Hyukjun Lim

Researcher in AI for Chemistry

Advancing knowledge in Chemistry through innovative research using AI, collaborative partnerships, and academic excellence.

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About Me

Hi, I'm Hyukjun Lim, a first-year M.S./Ph.D. student at Seoul National University majoring in Chemical and Biological Engineering.

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, 3 workshop papers, and collaborated with leading institutions worldwide. My research has been recognized through various awards and grants.

Research Interests

AI for ChemistryMolecular ModelingMaterials Discovery
Hyukjun Lim

Hyukjun Lim

Researcher in AI for Chemistry

Seoul National University

Latest News

Awarded the Presidential Science Scholarship for Graduate Students
Scholarship
July 6, 2026
Awarded the AI Seoul Tech Scholarship
Scholarship
June 5, 2026
Accepted in ICML 2026 AI4Science Workshop
Publication
May 24, 2026

Education

M.S./Ph.D. in Chemical and Biological Engineering (PI: Yousung Jung)

Seoul National University

March 2026 - Present

GPA: 4.0/4.3

B.S. in Materials Science and Engineering & Artificial Intelligence

Seoul National University

March 2022 - February 2026

GPA: 4.09/4.3

Summa Cum Laude, Ranked 3/67 in the department

Publications

*Equal contribution
Learning Reaction-Condition Plausibility for Evaluation and Self-Curation Under Noisy and Non-Unique Supervision

Hyukjun Lim, Yousung Jung

ICML Workshop on AI for Science, 2026

Angular relational knowledge distillation of machine learning interatomic potentials for scalable catalyst exploration

Hyukjun Lim*, Seokhyun Choung*, Jinuk Moon, Jeong Woo Han

npj Computational Materials, 2026

A Priori Sampling of Transition States with Guided Diffusion

Hyukjun Lim*, Soojung Yang*, Lucas Pinede*, Miguel Steiner, Yuanqi Du, Rafael Gómez-Bombarelli

NeurIPS Workshop on Frontiers in Probabilistic Inference, 2025

CheapNet: Cross-attention on Hierarchical representations for Efficient protein-ligand binding Affinity Prediction

Hyukjun Lim, Sun Kim, Sangseon Lee

ICLR, 2025

Curriculum Vitae

Highlights

  • • 2 peer-reviewed papers
  • • 3 workshop papers
  • • $71,500 in scholarship awarded
  • • 2 years of mentoring experience
  • • Summa Cum Laude, ranked 3/67 in the department

Recent Awards

  • • Presidential Science Scholarship for Graduate Students (2026)
  • • AI Seoul Tech Scholarship (2026)
  • • Excellence Award, Deep Learning-based Product Recognition AI Competition (2025)
  • • Kwanjeong Educational Foundation Scholarship (2024)

Get In Touch

Contact Me!