Sehui Han

Joined

May 2022

Names

Sehui Han (Preferred)

Emails

****@lgresearch.ai (Confirmed)

Personal Links

DBLP

Career & Education History

Researcher

LG AI Research (lgresearch.ai)

2020 – 2025

MS student

Seoul National University (snu.ac.kr)

2000 – 2002

Advisors, Relations & Conflicts

Coworker

Kyunghoon Bae

2000 – 2025

Expertise

No areas of expertise listed

Publications

MolHIT: Advancing Molecular-Graph Generation with Hierarchical Discrete Diffusion Models
Hojung Jung, Rodrigo Hormazabal, Jaehyeong Jo, Youngrok Park, Kyunggeun Roh, Se-Young Yun, Sehui Han, Dae-Woong Jeong
- ReALM-GEN 2026 - ICLR 2026 Workshop
- Readers: Everyone
Geometric Embedding Alignment via Curvature Matching in Transfer Learning
Sung Moon Ko, Jaewan Lee, Sumin Lee, Soorin Yim, Sehui Han
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Mol-LLM: Multimodal Generalist Molecular LLM with Improved Graph Utilization
Chanhui Lee, Hanbum Ko, Yuheon Song, Yongjun Jeong, Rodrigo Hormazabal, Sehui Han, Kyunghoon Bae, Sungbin Lim, Sungwoong Kim
- NeurIPS2025-AI4Science Poster
- Readers: Everyone
ReactionReasoner: Towards Reasoning LLM for Chemical Reaction Prediction
Hanbum Ko, Chanhui Lee, Ye Rin Kim, Rodrigo Hormazabal, Sehui Han, Sungbin Lim, Sungwoong Kim
- NeurIPS2025-AI4Science Poster
- Readers: Everyone
CAST: Cross Attention based multimodal fusion of Structure and Text for materials property prediction
Jaewan Lee, Changyoung Park, Hongjun Yang, Sungbin Lim, Sehui Han
- CoRR 2025
- Readers: Everyone
Mol-LLM: Generalist Molecular LLM with Improved Graph Utilization
Chanhui Lee, Yuheon Song, Yongjun Jeong, Hanbum Ko, Rodrigo Hormazabal, Sehui Han, Kyunghoon Bae, Sungbin Lim, Sungwoong Kim
- CoRR 2025
- Readers: Everyone
3D Denoisers Are Good 2D Teachers: Molecular Pretraining via Denoising and Cross-Modal Distillation
Sungjun Cho, Dae-Woong Jeong, Sung Moon Ko, Jinwoo Kim, Sehui Han, Seunghoon Hong, Honglak Lee, Moontae Lee
- AAAI 2025
- Readers: Everyone
Exploring Neural Scaling Laws in Molecular Pretraining with Synthetic Tasks
Rodrigo Hormazabal, Seung Woo Ko, Inwan Yoo, Sehui Han, Paul Bertens
- ICML2024-AI4Science Poster
- Readers: Everyone
Filling in the Gaps: LLM-Based Structured Data Generation from Semi-Structured Scientific Data
Hanbum Ko, Hongjun Yang, Sehui Han, Sungwoong Kim, Sungbin Lim, Rodrigo Hormazabal
- ICML2024-AI4Science Poster
- Readers: Everyone
Scalable Multi-Task Transfer Learning for Molecular Property Prediction
Chanhui Lee, Dae-Woong Jeong, Sung Moon Ko, Sumin Lee, Hyunseung Kim, Soorin Yim, Sehui Han, Sungwoong Kim, Sungbin Lim
- ICML2024-AI4Science Poster
- Readers: Everyone

View all 27 publications

Co-Authors

View all 43 co-authors