Sumin Lee

Researcher, LG AI Research

Joined

September 2023

Names

Sumin Lee (Preferred)

Emails

****@lgresearch.ai (Confirmed)

****@gmail.com

Personal Links

ORCID

Career & Education History

Researcher

LG AI Research (lgresearch.ai)

2022 – Present

MS student

Korea University (korea.ac.kr)

2020 – 2022

Undergrad student

Korea University (korea.ac.kr)

2015 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

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- ICLR 2026 Conference Withdrawn Submission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
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
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
- ICML2024-AI4Science Poster
- Readers: Everyone
Multi-task Extension of Geometrically Aligned Transfer Encoder
Sung Moon Ko, Sumin Lee, Dae-Woong Jeong, Hyunseung Kim, Chanhui Lee, Soorin Yim, Sehui Han
- ICML2024-AI4Science Poster
- Readers: Everyone
Multitask Extension of Geometrically Aligned Transfer Encoder
Sung Moon Ko, Sumin Lee, Dae-Woong Jeong, Hyunseung Kim, Chanhui Lee, Soorin Yim, Sehui Han
- CoRR 2024
- Readers: Everyone
Geometrically Aligned Transfer Encoder for Inductive Transfer in Regression Tasks
Sung Moon Ko, Sumin Lee, Dae-Woong Jeong, Woohyung Lim, Sehui Han
- ICLR 2024
- Readers: Everyone
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
- CoRR 2024
- 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
- CoRR 2024
- Readers: Everyone
Geometrically Aligned Transfer Encoder for Inductive Transfer in Regression Tasks
Sung Moon Ko, Sumin Lee, Dae-Woong Jeong, Woohyung Lim, Sehui Han
- ICLR 2024 poster
- Readers: Everyone
ArkDTA: attention regularization guided by non-covalent interactions for explainable drug-target binding affinity prediction
Mogan Gim, Junseok Choe, Seungheun Baek, Jueon Park, Chaeeun Lee, Minjae Ju, Sumin Lee, Jaewoo Kang
- Bioinform. 2023
- Readers: Everyone