Doyeong Hwang

According to our database, Doyeong Hwang authored at least 6 papers between 2020 and 2025.

Collaborative distances:

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

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

Score-informed Neural Operator for Enhancing Ordering-based Causal Discovery.

Jiyeon Kang, Songseong Kim, Chanhui Lee, Doyeong Hwang, Joanie Hayoun Chung, Yunkyung Ko, Sumin Lee, Sungwoong Kim, Sungbin Lim

CoRR, August, 2025

2021

Hit and Lead Discovery with Explorative RL and Fragment-based Molecule Generation.

Soojung Yang, Doyeong Hwang, Seul Lee, Seongok Ryu, Sung Ju Hwang

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Comprehensive Study on Molecular Supervised Learning with Graph Neural Networks.

Doyeong Hwang, Soojung Yang, Yongchan Kwon, Kyung-Hoon Lee, Grace Lee, Hanseok Jo, Seyeol Yoon, Seongok Ryu

J. Chem. Inf. Model., 2020

A benchmark study on reliable molecular supervised learning via Bayesian learning.

Doyeong Hwang, Grace Lee, Hanseok Jo, Seyoul Yoon, Seongok Ryu

CoRR, 2020

A Drug-Induced Liver Injury Prediction Model using Transcriptional Response Data with Graph Neural Network.

Doyeong Hwang, Minji Jeon, Jaewoo Kang

Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020