Sehui Han

20 papers A* 5Journal 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
MolHIT: Advancing Molecular-Graph Generation with Hierarchical Discrete Diffusion Models.
CoRR
Hojung Jung, Rodrigo Hormazabal, Jaehyeong Jo, Youngrok Park, Kyunggeun Roh, Se-Young Yun, Sehui Han, Dae-Woong Jeong
2026 J jnl
Multimodal Crystal Flow: Any-to-Any Modality Generation for Unified Crystal Modeling.
CoRR
Kiyoung Seong, Sungsoo Ahn, Sehui Han, Changyoung Park
2026 J jnl
RetroReasoner: A Reasoning LLM for Strategic Retrosynthesis Prediction.
CoRR
Hanbum Ko, Chanhui Lee, Ye Rin Kim, Rodrigo Hormazabal, Sehui Han, Sungbin Lim, Sungwoong Kim
2025 A* conf
3D Denoisers Are Good 2D Teachers: Molecular Pretraining via Denoising and Cross-Modal Distillation.
AAAI
Sungjun Cho, Dae-Woong Jeong, Sung Moon Ko, Jinwoo Kim, Sehui Han, Seunghoon Hong, Honglak Lee, Moontae Lee
2025 J jnl
CAST: Cross Attention based multimodal fusion of Structure and Text for materials property prediction.
CoRR
Jaewan Lee, Changyoung Park, Hongjun Yang, Sungbin Lim, Sehui Han
2025 J jnl
Geometric Embedding Alignment via Curvature Matching in Transfer Learning.
CoRR
Sung Moon Ko, Jaewan Lee, Sumin Lee, Soorin Yim, Kyunghoon Bae, Sehui Han
2025 J jnl
Mol-LLM: Generalist Molecular LLM with Improved Graph Utilization.
CoRR
Chanhui Lee, Yuheon Song, Yongjun Jeong, Hanbum Ko, Rodrigo Hormazabal, Sehui Han, Kyunghoon Bae, Sungbin Lim, Sungwoong Kim
2025 J jnl
MolMole: Molecule Mining from Scientific Literature.
CoRR
LG AI Research, Sehyun Chun, Jiye Kim, Ahra Jo, Yeonsik Jo, Seungyul Oh, Seungjun Lee, Kwangrok Ryoo, Jongmin Lee, Seung Hwan Kim, Byung Jun Kang, Soonyoung Lee, Jun Ha Park, Chanwoo Moon, Jiwon Ham, Haein Lee, Heejae Han, Jaeseung Byun, Soojong Do, Minju Ha, Dongyun Kim, Kyunghoon Bae, Woohyung Lim, Edward Hwayoung Lee, Yongmin Park, Jeongsang Yu, Gerrard Jeongwon Jo, Yeonjung Hong, Kyungjae Yoo, Sehui Han, Jaewan Lee, Changyoung Park, Kijeong Jeon, Sihyuk Yi
2025 J jnl
Towards a Generalizable AI for Materials Discovery: Validation through Immersion Coolant Screening.
CoRR
Hyunseung Kim, Dae-Woong Jeong, Changyoung Park, Won-Ji Lee, Ha-Eun Lee, Ji-Hye Lee, Rodrigo Hormazabal, Sung Moon Ko, Sumin Lee, Soorin Yim, Chanhui Lee, Sehui Han, Sang-Ho Cha, Woohyung Lim
2024 A* conf
Geometrically Aligned Transfer Encoder for Inductive Transfer in Regression Tasks.
ICLR
Sung Moon Ko, Sumin Lee, Dae-Woong Jeong, Woohyung Lim, Sehui Han
2024 J jnl
Multitask Extension of Geometrically Aligned Transfer Encoder.
CoRR
Sung Moon Ko, Sumin Lee, Dae-Woong Jeong, Hyunseung Kim, Chanhui Lee, Soorin Yim, Sehui Han
2024 J jnl
Scalable Multi-Task Transfer Learning for Molecular Property Prediction.
CoRR
Chanhui Lee, Dae-Woong Jeong, Sung Moon Ko, Sumin Lee, Hyunseung Kim, Soorin Yim, Sehui Han, Sungwoong Kim, Sungbin Lim
2024 J jnl
Task Addition in Multi-Task Learning by Geometrical Alignment.
CoRR
Soorin Yim, Dae-Woong Jeong, Sung Moon Ko, Sumin Lee, Hyunseung Kim, Chanhui Lee, Sehui Han
2023 J jnl
3D Denoisers are Good 2D Teachers: Molecular Pretraining via Denoising and Cross-Modal Distillation.
CoRR
Sungjun Cho, Dae-Woong Jeong, Sung Moon Ko, Jinwoo Kim, Sehui Han, Seunghoon Hong, Honglak Lee, Moontae Lee
2023 J jnl
Design of New Inorganic Crystals with the Desired Composition Using Deep Learning.
J. Chem. Inf. Model.
Seunghee Han, Jaewan Lee, Sehui Han, Seyed Mohamad Moosavi, Jihan Kim, Changyoung Park
2023 J jnl
Geometrically Aligned Transfer Encoder for Inductive Transfer in Regression Tasks.
CoRR
Sung Moon Ko, Sumin Lee, Dae-Woong Jeong, Woohyung Lim, Sehui Han
2023 A* conf
Grouping Matrix Based Graph Pooling with Adaptive Number of Clusters.
AAAI
Sung Moon Ko, Sungjun Cho, Dae-Woong Jeong, Sehui Han, Moontae Lee, Honglak Lee
2022 A* conf
CEDe: A collection of expert-curated datasets with atom-level entity annotations for Optical Chemical Structure Recognition.
NeurIPS
Rodrigo Hormazabal, Changyoung Park, Soonyoung Lee, Sehui Han, Yeonsik Jo, Jaewan Lee, Ahra Jo, Seung Hwan Kim, Jaegul Choo, Moontae Lee, Honglak Lee
2022 J jnl
Grouping-matrix based Graph Pooling with Adaptive Number of Clusters.
CoRR
Sung Moon Ko, Sungjun Cho, Dae-Woong Jeong, Sehui Han, Moontae Lee, Honglak Lee
2022 A* conf
Path-Aware and Structure-Preserving Generation of Synthetically Accessible Molecules.
ICML
Juhwan Noh, Dae-Woong Jeong, Kiyoung Kim, Sehui Han, Moontae Lee, Honglak Lee, Yousung Jung