Soorin Yim

According to our database, Soorin Yim authored at least 10 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Towards a Generalizable AI for Materials Discovery: Validation through Immersion Coolant Screening.

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

CoRR, October, 2025

Robust Multi-Omics Integration from Incomplete Modalities Significantly Improves Prediction of Alzheimer's Disease.

Sungjoon Park, Kyungwook Lee, Soorin Yim, Doyeong Hwang, Dongyun Kim, Soonyoung Lee, Amy Dunn, Daniel Gatti, Elissa Chesler, Kristen O'Connell, Kiyoung Kim

CoRR, September, 2025

Geometric Embedding Alignment via Curvature Matching in Transfer Learning.

Sung Moon Ko, Jaewan Lee, Sumin Lee, Soorin Yim, Kyunghoon Bae, Sehui Han

CoRR, June, 2025

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

CoRR, 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

CoRR, 2024

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

2021

Identification and validation of Triamcinolone and Gallopamil as treatments for early COVID-19 via an in silico repurposing pipeline.

Méabh MacMahon, Woochang Hwang, Soorin Yim, Eoghan MacMahon, Alexandre Abraham, Justin Barton, Mukunthan Tharmakulasingam, Paul Bilokon, Vasanthi Priyadarshini Gaddi, Namshik Han

CoRR, 2021

2019

CODA-ML: context-specific biological knowledge representation for systemic physiology analysis.

Mijin Kwon, Soorin Yim, Gwangmin Kim, Saehwan Lee, Chungsun Jeong, Doheon Lee

BMC Bioinform., 2019

2018

Annotating activation/inhibition relationships to protein-protein interactions using gene ontology relations.

Soorin Yim, Hasun Yu, Dongjin Jang, Doheon Lee

BMC Syst. Biol., 2018

Petri net-based prediction of therapeutic targets that recover abnormally phosphorylated proteins in muscle atrophy.

Jinmyung Jung, Mijin Kwon, Sunghwa Bae, Soorin Yim, Doheon Lee

BMC Syst. Biol., 2018