Han, Sehui

12 publications

AAAI 2025 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

ICMLW 2024 Exploring Neural Scaling Laws in Molecular Pretraining with Synthetic Tasks Rodrigo Hormazabal, Seung Woo Ko, Inwan Yoo, Sehui Han, Paul Bertens

ICMLW 2024 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

ICLR 2024 Geometrically Aligned Transfer Encoder for Inductive Transfer in Regression Tasks Sung Moon Ko, Sumin Lee, Dae-Woong Jeong, Woohyung Lim, Sehui Han

ICMLW 2024 Hierarchical Contrastive Learning for Enzyme Function Prediction Soorin Yim, Doyeong Hwang, Kiyoung Kim, Sehui Han

ICMLW 2024 Multi-Task Extension of Geometrically Aligned Transfer Encoder Sung Moon Ko, Sumin Lee, Dae-Woong Jeong, Hyunseung Kim, Chanhui Lee, Soorin Yim, Sehui Han

ICMLW 2024 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

ICMLW 2024 Task Addition in Multi-Task Learning by Geometrical Alignment Soorin Yim, Dae-Woong Jeong, Sung Moon Ko, Sumin Lee, Hyunseung Kim, Chanhui Lee, Sehui Han

NeurIPSW 2023 CLCS : Contrastive Learning Between Compositions and Structures for Practical Li-Ion Battery Electrodes Design Jaewan Lee, Changyoung Park, Hongjun Yang, Sehui Han, Woohyung Lim

AAAI 2023 Grouping Matrix Based Graph Pooling with Adaptive Number of Clusters Sung Moon Ko, Sungjun Cho, Dae-Woong Jeong, Sehui Han, Moontae Lee, Honglak Lee

NeurIPS 2022 CEDe: A Collection of Expert-Curated Datasets with Atom-Level Entity Annotations for Optical Chemical Structure Recognition Rodrigo Hormazabal, Changyoung Park, Soonyoung Lee, Sehui Han, Yeonsik Jo, Jaewan Lee, Ahra Jo, Seung Hwan Kim, Jaegul Choo, Moontae Lee, Honglak Lee

ICML 2022 Path-Aware and Structure-Preserving Generation of Synthetically Accessible Molecules Juhwan Noh, Dae-Woong Jeong, Kiyoung Kim, Sehui Han, Moontae Lee, Honglak Lee, Yousung Jung