publications

2024

1. BOK-VQA: Bilingual Outside Knowledge-based Visual Question Answering via Graph Representation Pretraining

   Minjun Kim , Seungwoo Song , Youhan Lee , and 2 more authors

   The 38th Annual AAAI Conference on Artificial Intelligence3, 2024
2. Pre-training Sequence, Structure, and Surface Features for Comprehensive Protein Representation Learning

   Youhan Lee , Hasun Yu , Jaemyung Lee , and 1 more author

   In The Twelfth International Conference on Learning Representations , 2024

2023

1. DNDesign: Enhancing Physical Understanding of Protein Inverse Folding Model via Denoising

   Youhan Lee , and Jaehoon Kim

   bioRxiv, 2023
2. ShapeProt: Top-down Protein Design with 3D Protein Shape Generative Model

   Youhan Lee , and Jaehoon Kim

   bioRxiv, 2023
3. Solvent: A Framework for Protein Folding

   Jaemyung Lee , Jaehoon Kim , Hasun Yu , and 1 more author

   arXiv preprint arXiv:2307.04603, 2023
4. ProtFIM: Fill-in-Middle Protein Sequence Design via Protein Language Models

   Youhan Lee , and Hasun Yu

   arXiv preprint arXiv:2303.16452, 2023

2022

1. Deep learning models for predicting RNA degradation via dual crowdsourcing

   Hannah K Wayment-Steele , Wipapat Kladwang , Andrew M Watkins , and 8 more authors

   Nature Machine Intelligence, 2022
2. Efficient Multilingual Multi-modal Pre-training through Triple Contrastive Loss

   Youhan Lee , Kyungtae Lim , Woonhyuk Baek , and 2 more authors

   In International Conference on Computational Linguistics , 2022

2020

1. Finding Hidden Signals in Chemical Sensors Using Deep Learning.

   Soo‐Yeon Cho , Youhan Lee , Sangwon Lee , and 7 more authors

   Analytical chemistry, 2020
2. A community-powered search of machine learning strategy space to find NMR property prediction models

   Lars A. Bratholm , Will Gerrard , Brandon M. Anderson , and 26 more authors

   PLoS ONE, 2020
3. Reconstruction of Compton Edges in Plastic Gamma Spectra Using Deep Autoencoder

   Byoungil Jeon , Youhan Lee , Myungkook Moon , and 2 more authors

   Sensors (Basel, Switzerland), 2020

2016

1. Superior Chemical Sensing Performance of Black Phosphorus: Comparison with MoS2 and Graphene

   Soo‐Yeon Cho , Youhan Lee , Hyeong‐Jun Koh , and 5 more authors

   Advanced Materials, 2016
2. Enhancing stability of octahedral PtNi nanoparticles for oxygen reduction reaction by halide treatment

   Juhyuk Choi , Youhan Lee , Jihan Kim , and 1 more author

   Journal of Power Sources, 2016
3. Probing gas adsorption in MOFs using an efficient ab initio widom insertion Monte Carlo method

   Youhan Lee , Roberta Poloni , and Jihan Kim

   Journal of Computational Chemistry, 2016

2015

1. Highly Enhanced Gas Adsorption Properties in Vertically Aligned MoS2 Layers.

   Soo‐Yeon Cho , Seon Joon Kim , Youhan Lee , and 5 more authors

   ACS nano, 2015