Soojung Yang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Amino Acid Sequences

Supervised Learning

Protein Folding

Top Venues

J. Chem. Inf. Model.

Publications

Soojung Yang, Juno Nam, Johannes C. B. Dietschreit, Rafael Gómez-Bombarelli
Learning Collective Variables for Protein Folding with Labeled Data Augmentation through Geodesic Interpolation. CoRR (2024)
Soojung Yang, Rafael Gómez-Bombarelli
Chemically Transferable Generative Backmapping of Coarse-Grained Proteins. ICML (2023)
Soojung Yang, Rafael Gómez-Bombarelli
Chemically Transferable Generative Backmapping of Coarse-Grained Proteins. CoRR (2023)
Soojung Yang, Doyeong Hwang, Seul Lee, Seongok Ryu, Sung Ju Hwang
Hit and Lead Discovery with Explorative RL and Fragment-based Molecule Generation. CoRR (2021)
Soojung Yang, Doyeong Hwang, Seul Lee, Seongok Ryu, Sung Ju Hwang
Hit and Lead Discovery with Explorative RL and Fragment-based Molecule Generation. NeurIPS (2021)
Seokhyun Moon, Wonho Zhung, Soojung Yang, Jaechang Lim, Woo Youn Kim
PIGNet: A physics-informed deep learning model toward generalized drug-target interaction predictions. CoRR (2020)
Doyeong Hwang, Soojung Yang, Yongchan Kwon, Kyung-Hoon Lee, Grace Lee, Hanseok Jo, Seyeol Yoon, Seongok Ryu
Comprehensive Study on Molecular Supervised Learning with Graph Neural Networks. J. Chem. Inf. Model. 60 (12) (2020)
Soojung Yang, Kyung-Hoon Lee, Seongok Ryu
A comprehensive study on the prediction reliability of graph neural networks for virtual screening. CoRR (2020)