Modeling multiple fields of collective emotions with brownian agent-based model. - Wonsung Lee; Sungrae Park; Il-Chul Moon (AAMAS, 2014)

Network analysis approach to study hospitals' prescription patterns focused on the impact of new healthcare policy. - Wonsung Lee; Gene Yi; Dain Jung; Minki Kim; Il-Chul Moon (SMC, 2014)

Disease-medicine topic model for prescription record mining. - Sungrae Park; Doosup Choi; Wonsung Lee; Dain Jung; Minki Kim; Il-Chul Moon (SMC, 2014)

Supervised Dynamic Topic Models for Associative Topic Extraction with A Numerical Time Series. - Sungrae Park; Wonsung Lee; Il-Chul Moon (TM@CIKM, 2015)

Associative topic models with numerical time series. - Sungrae Park; Wonsung Lee; Il-Chul Moon (Inf. Process. Manag., 2015)

Efficient extraction of domain specific sentiment lexicon with active learning. - Sungrae Park; Wonsung Lee; Il-Chul Moon (Pattern Recognit. Lett., 2015)

Bayesian Nonparametric Collaborative Topic Poisson Factorization for Electronic Health Records-Based Phenotyping. - Wonsung Lee; Youngmin Lee; Heeyoung Kim; Il-Chul Moon (IJCAI, 2016)

Augmented Variational Autoencoders for Collaborative Filtering with Auxiliary Information. - Wonsung Lee; Kyungwoo Song; Il-Chul Moon (CIKM, 2017)

Neural Ideal Point Estimation Network. - Kyungwoo Song; Wonsung Lee; Il-Chul Moon (AAAI, 2018)

Diagnosis Prediction via Medical Context Attention Networks Using Deep Generative Modeling. - Wonsung Lee; Sungrae Park; Weonyoung Joo; Il-Chul Moon (ICDM, 2018)

Adversarial Dropout for Recurrent Neural Networks. - Sungrae Park; Kyungwoo Song; Mingi Ji; Wonsung Lee; Il-Chul Moon (AAAI, 2019)

Dirichlet Variational Autoencoder. - Weonyoung Joo; Wonsung Lee; Sungrae Park; Il-Chul Moon (Pattern Recognit., 2020)

Black-Box Expectation-Maximization Algorithm for Estimating Latent States of High-Speed Vehicles. - Yoon-Yeong Kim; Hyemi Kim; Wonsung Lee; Han-Lim Choi; Il-Chul Moon (J. Aerosp. Inf. Syst., 2021)

Contrastive Learning for Knowledge Tracing. - Wonsung Lee; Jaeyoon Chun; Youngmin Lee; Kyoungsoo Park; Sungrae Park (WWW, 2022)

Lightweight Boosting Models for User Response Prediction Using Adversarial Validation. - Hyeonwoo Kim; Wonsung Lee (RecSys Challenge, 2023)

SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling. - Sanghoon Kim; Dahyun Kim 001; Chanjun Park; Wonsung Lee; Wonho Song; Yunsu Kim 004; Hyeonwoo Kim; Yungi Kim; Hyeonju Lee; Jihoo Kim; Changbae Ahn; Seonghoon Yang; et al. (NAACL (Industry Track), 2024)