Youngchun Kwon

Deep-learning-based inverse design model for intelligent discovery of organic molecules

Kyungdoc Kim, Seokho Kang, Jiho Yoo et al. · npj Computational Materials · 2018 · 150 citations · Full text

Engineering, Machine Learning, Computational Chemistry +16

Efficient learning of non-autoregressive graph variational autoencoders for molecular graph generation

Youngchun Kwon, Jiho Yoo, Youn-Suk Choi et al. · Journal of Cheminformatics · 2019 · 86 citations · Full text

AI-driven robotic chemist for autonomous synthesis of organic molecules

Taesin Ha, Dongseon Lee, Youngchun Kwon et al. · Science Advances · 2023 · 76 citations · Full text

Artificial Intelligence, Combinatorial Chemistry, Organic Compounds +13

Valid, Plausible, and Diverse Retrosynthesis Using Tied Two-Way Transformers with Latent Variables

Eunji Kim, Dongseon Lee, Youngchun Kwon et al. · Journal of Chemical Information and Modeling · 2021 · 75 citations

Natural Language Processing, Engineering, Machine Learning +12

Uncertainty-aware prediction of chemical reaction yields with graph neural networks

Youngchun Kwon, Dongseon Lee, Youn-Suk Choi et al. · Journal of Cheminformatics · 2022 · 74 citations · Full text