Wonsung Lee

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 14

Top Topics

Topic Extraction

Bayesian Nonparametric

Top Venues

Inf. Process. Manag.

Publications

Hyeonwoo Kim, Wonsung Lee
Lightweight Boosting Models for User Response Prediction Using Adversarial Validation. CoRR (2023)
Dahyun Kim, Chanjun Park, Sanghoon Kim, Wonsung Lee, Wonho Song, Yunsu Kim, Hyeonwoo Kim, Yungi Kim, Hyeonju Lee, Jihoo Kim, Changbae Ahn, Seonghoon Yang, Sukyung Lee, Hyunbyung Park, Gyoungjin Gim, Mikyoung Cha, Hwalsuk Lee, Sunghun Kim
SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling. CoRR (2023)
Hyeonwoo Kim, Wonsung Lee
Lightweight Boosting Models for User Response Prediction Using Adversarial Validation. RecSys Challenge (2023)
Wonsung Lee, Jaeyoon Chun, Youngmin Lee, Kyoungsoo Park, Sungrae Park
Contrastive Learning for Knowledge Tracing. WWW (2022)
Yoon-Yeong Kim, Hyemi Kim, Wonsung Lee, Han-Lim Choi, Il-Chul Moon
Black-Box Expectation-Maximization Algorithm for Estimating Latent States of High-Speed Vehicles. J. Aerosp. Inf. Syst. 18 (4) (2021)
Weonyoung Joo, Wonsung Lee, Sungrae Park, Il-Chul Moon
Dirichlet Variational Autoencoder. Pattern Recognit. 107 (2020)
Sungrae Park, Kyungwoo Song, Mingi Ji, Wonsung Lee, Il-Chul Moon
Adversarial Dropout for Recurrent Neural Networks. AAAI (2019)
Sungrae Park, Kyungwoo Song, Mingi Ji, Wonsung Lee, Il-Chul Moon
Adversarial Dropout for Recurrent Neural Networks. CoRR (2019)
Weonyoung Joo, Wonsung Lee, Sungrae Park, Il-Chul Moon
Dirichlet Variational Autoencoder. CoRR (2019)
Kyungwoo Song, Wonsung Lee, Il-Chul Moon
Neural Ideal Point Estimation Network. CoRR (2019)
Wonsung Lee, Sungrae Park, Weonyoung Joo, Il-Chul Moon
Diagnosis Prediction via Medical Context Attention Networks Using Deep Generative Modeling. ICDM (2018)
Kyungwoo Song, Wonsung Lee, Il-Chul Moon
Neural Ideal Point Estimation Network. AAAI (2018)
Wonsung Lee, Kyungwoo Song, Il-Chul Moon
Augmented Variational Autoencoders for Collaborative Filtering with Auxiliary Information. CIKM (2017)
Wonsung Lee, Youngmin Lee, Heeyoung Kim, Il-Chul Moon
Bayesian Nonparametric Collaborative Topic Poisson Factorization for Electronic Health Records-Based Phenotyping. IJCAI (2016)
Sungrae Park, Wonsung Lee, Il-Chul Moon
Efficient extraction of domain specific sentiment lexicon with active learning. Pattern Recognit. Lett. 56 (2015)
Sungrae Park, Wonsung Lee, Il-Chul Moon
Associative topic models with numerical time series. Inf. Process. Manag. 51 (5) (2015)
Sungrae Park, Wonsung Lee, Il-Chul Moon
Supervised Dynamic Topic Models for Associative Topic Extraction with A Numerical Time Series. TM@CIKM (2015)
Sungrae Park, Doosup Choi, Wonsung Lee, Dain Jung, Minki Kim, Il-Chul Moon
Disease-medicine topic model for prescription record mining. SMC (2014)
Wonsung Lee, Sungrae Park, Il-Chul Moon
Modeling multiple fields of collective emotions with brownian agent-based model. AAMAS (2014)
Wonsung Lee, Gene Yi, Dain Jung, Minki Kim, Il-Chul Moon
Network analysis approach to study hospitals' prescription patterns focused on the impact of new healthcare policy. SMC (2014)