2011.10.26 13:18
Wonsung Lee
Data Biz Platform Development Team, Data Labs
ICT R&D Center, SK Telecom
E-mail : wonsung.lee [at] sk.com
RESEARCH INTEREST
- Collaborative Filtering
- Ad Tech
- Deep Generative Models
- Medical Informatics
- Bayesian Nonparametrics
EDUCATION
Applied Artificial Intelligence Laboratory (AAILab)Department of Industrial & Systems Engineering (ISysE)GPA: 3.88/4.3Course of Integrated Master/Ph.D. Program in AAILab, ISysE (from Mar. 2013)Academic Advisor: Professor Il-Chul Moon
Department of Information & Industrial Engineering
GPA: 4.14/4.3 Rank: 1/38
Early Graduation of Excellence
PUBLICATIONS
International Journal
Park, S., Lee, W., & Moon, I. C. (2015). Associative topic models with numerical time series. Information Processing & Management, 51(5), 737-755.
Park, S., Lee, W., & Moon, I. C. (2015). Efficient extraction of domain-specific sentiment lexicon with active learning. Pattern Recognition Letters, 56, 38-44.
International Conference
Joo, W., Lee, W., Park, W., & Moon, I. C. (2019). Dirichlet Variational Autoencoder. Submitted.
Park, S., Song, K., Ji. M., Lee, W., & Moon, I. C. (2019). Adversarial Dropout for Recurrent Neural Networks. In The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI) [acceptance rate: 1,150/7,095=16.2%].
Lee, W., Park, S., Joo, W., & Moon, I. C. (2018). Diagnosis Prediction via Medical Context Attention Networks Using Deep Generative Modeling (short paper). In 2018 IEEE International Conference on Data Mining (ICDM) [acceptance rate: 8.86% for full papers, 11.08% for short papers].
Kim, Y. Y., Lee, W., & Moon, I. C. (2018). Black-Box Expectation Maximization Algorithm for Estimating Latent States of High-Speed Vehicles. In The 18th International Conference on Control, Automation and Systems (ICCAS).
Song, K., Lee, W., & Moon, I. C. (2018). Neural Ideal Point Estimation Network. In The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI) [acceptance rate: 933/3800=24.6%].
Lee, W., Song, K., & Moon, I. C. (2017). Augmented Variational Autoencoders for Collaborative Filtering with Auxiliary Information. In The ACM International Conference on Information and Knowledge Management (CIKM) [acceptance rate: 171/820=21%].
Lee, W., Lee, Y., Kim, H., & Moon, I. C. (2016). Bayesian Nonparametric Collaborative Topic Poisson Factorization for Electronic Health Records-Based Phenotyping. In The Twenty-Fifth International Joint Conference on Artificial Intelligence (IJCAI) [acceptance rate: 551/2294=24%].
Park, S., Lee, W., & Moon, I. C. (2015). Supervised Dynamic Topic Models for Associative Topic Extraction with A Numerical Time Series. In The Proceedings of the 2015 Workshop on Topic Models: Post-Processing and Applications.
Lee, W., Yi, G., Jung, D., Kim, M., & Moon, I. C. (2014). Network analysis approach to study hospitals' prescription patterns focused on the impact of new healthcare policy. In The IEEE International Conference on Systems, Man and Cybernetics (SMC).
Park, S., Choi, D., Lee, W., Jung, D., Kim, M., & Moon, I. C. (2014). Disease-medicine topic model for prescription record mining. In The IEEE International Conference on Systems, Man and Cybernetics (SMC).
Lee, W., Park, S., & Moon, I. C. (2014). Modeling multiple fields of collective emotions with Brownian agent-based model. In The International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS) [acceptance rate: 169/709=24%].
Domestic Journal and Conference
Lee, S., Lee, W., Moon, I. C., & Kwon, H. (2016). Consumers Perceptions on Monosodium L-glutamate in Social Media. Journal of Food Hygiene and Safety, 31(3), 153-166.
Lee, S., Lee, W., Moon, I. C., & Kwon, H. (2015). Consumers Perceptions on Sodium Saccharin in Social Media. Journal of Food Hygiene and Safety, 30(4), 329-342.
Lee, W. and Moon, I. C. (2015). Stochastic Variational Inference for Nonparametric Mixture of Gaussian Processes. In The Proceedings of Korean Institute of Industrial Engineers Fall Conference.
EXTERNAL PROFESSIONAL ACTIVITIES
AWARDS & SCHOLARSHIPS
No. | Subject | Author | Date | Views |
---|---|---|---|---|
7 |
Weonyoung Joo (EWHA Womans University, Stats Dept., Tenure Track Professor, Lab Tenure:2016-2020, PhD)
![]() | 주원영 | 2016.09.07 | 5952 |
6 |
Dohyung Kim (ADD, Lab Tenure:2015-2019, PhD)
![]() | 이뚜루 | 2016.07.08 | 3117 |
5 |
Kyungwoo Song (University of Seoul, AI Dept. Tenure Track Professor, Lab Tenure:2015-2020, MS-PhD)
![]() | 송경우 | 2015.03.13 | 5029 |
4 |
Su-Jin Shin (ADD, Lab Tenure:2013-2018, MS, PhD)
![]() | 신수진 | 2013.03.08 | 6864 |
3 |
Sungrae Park (Naver Clova, Lab Tenure:2012-2018, MS, PhD)
![]() | SESLAB | 2012.02.14 | 6697 |
2 |
Jang Won Bae (KoreaTech, School of Industrial Management, Tenure Track Professor, Lab Tenure:2011-2015, PhD)
![]() | 배장원 | 2012.02.07 | 5429 |
» |
Wonsung Lee (SKT AI, Lab Tenure:2012-2018, Integrated MS-PhD)
![]() | SESLAB | 2011.10.26 | 7521 |