Sung Moon Ko

11 papers A* 3Journal 8
YearRankTypeTitle / Venue / Authors
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
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
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
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 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