Dirichlet Variational Autoencoder

Weonyoung Joo, Wonsung Lee, Sungrae Park, and Il-Chul Moon , 2020 , Nov , Pattern Recognition , 107 , 1-37

Layered Behavior Modeling via Combining Descriptive and Prescriptive Approaches: A Case Study of Infantry Company Engagement

Jang Won Bae, Junseok Lee, Do-Hyung Kim, Kanghoon Lee, Jongmin Lee, Kee-Eung Kim, and Il-Chul Moon , 2020 , Jul , IEEE Transactions on Systems, Man, and Cybernetics: Systems , 50 , 7 , 2551-2565

Sequential Recommendation with Relation-Aware Kernelized Self-Attention

Mingi Ji, Weonyoung Joo, Kyungwoo Song, Yoon-Yeong Kim, and Il-Chul Moon , 2020 , AAAI Conference on Artificial Intelligence (AAAI 2020) , Feb 7-12 , New York , USA

Hierarchically Clustered Representation Learning

Su-Jin Shin, Kyungwoo Song, and Il-Chul Moon , 2020 , AAAI Conference on Artificial Intelligence (AAAI 2020) , Feb 7-12 , New York , USA

Bivariate Beta-LSTM

Kyungwoo Song, JoonHo Jang, Seung jae Shin, and Il-Chul Moon , 2020 , AAAI Conference on Artificial Intelligence (AAAI 2020) , Feb 7-12 , New York , USA

Hierarchical Context enabled Recurrent Neural Network for Recommendation

Kyungwoo Song, Mingi Ji, Sungrae Park, and Il-Chul Moon , 2019 , AAAI Conference on Artificial Intelligence (AAAI 2019) , Jan 27-Feb 1 , Hawaii , USA

Adversarial Dropout for Recurrent Neural Networks

Sungrae Park, Kyungwoo Song, Mingi Ji, Wonsung Lee, and Il-Chul Moon , 2019 , AAAI Conference on Artificial Intelligence (AAAI 2019) , Jan 27-Feb 1 , Hawaii , USA

Diagnosis Prediction via Medical Context Attention Networks Using Deep Generative Modeling

Wonsung Lee, Sungrae Park, Weonyoung Joo, and Il-Chul Moon , 2018 , IEEE International Conference on Data Mining (ICDM 2018) , Nov 17-20 , Singapore , Singapore

Evaluation of Disaster Response System Using Agent-Based Model With Geospatial and Medical Details

Jang Won Bae, Kyohong Shin, Hyun-Rok Lee, Hyun Jin Lee, Taesik Lee, Chu Hyun Kim, Won-Chul Cha, Gi Woon Kim, and Il-Chul Moon , 2018 , Sept , IEEE Transactions on Systems, Man, and Cybernetics: Systems , 48 , 9 , 1454-1469

Adversarial Dropout for Supervised and Semi-Supervised Learning

Sungrae Park, Jun-Keon Park, Su-Jin Shin, and Il-Chul Moon , 2018 , AAAI Conference on Artificial Intelligence (AAAI 2018) , Feb 2-7 , New Orleans , USA

Neural Ideal Point Estimation Network

Kyungwoo Song, Wonsung Lee, and Il-Chul Moon , 2018 , AAAI Conference on Artificial Intelligence (AAAI 2018) , Feb 2-7 , New Orleans , USA

Augmented Variational Autoencoders for Collaborative Filtering with Auxiliary Information

Wonsung Lee, Kyungwoo Song, and Il-Chul Moon , 2017 , ACM Conference on Information and Knowledge Management (CIKM 2017) , Nov 6-10 , Singapore , Singapore

Guided HTM: Hierarchical Topic Model with Dirichlet Forest Priors

Su-Jin Shin, and Il-Chul Moon , 2017 , Feb , IEEE Transactions on Knowledge & Data Engineering , 29 , 2 , 330-343

Bayesian Nonparametric Collaborative Topic Poisson Factorization for Electronic Health Records-Based Phenotyping

Wonsung Lee, Youngmin Lee, Heeyoung Kim, and Il-Chul Moon , 2016 , International Joint Conference on Artificial Intelligence (IJCAI 2016) , Jul 9-16 , New York , USA

Efficient Flattening Algorithm for Hierarchical and Dynamic Structure Discrete Event Models

Jang Won Bae, Sang Won Bae, Il-Chul Moon, and Tag Gon Kim , 2016 , Feb , ACM Transactions on Modeling and Computer Simulation , 26 , 4