Doyeong Hwang

Publication Activity (10 Years)

Years Active: 2020-2021
Publications (10 Years): 5

Top Topics

Supervised Learning

Prediction Model

Scientific Discovery

Top Venues

J. Chem. Inf. Model.

Publications

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)
Doyeong Hwang, Grace Lee, Hanseok Jo, Seyoul Yoon, Seongok Ryu
A benchmark study on reliable molecular supervised learning via Bayesian learning. CoRR (2020)
Doyeong Hwang, Minji Jeon, Jaewoo Kang
A Drug-Induced Liver Injury Prediction Model using Transcriptional Response Data with Graph Neural Network. BigComp (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)