- 논문
- 2022
- “Learning Fair Representation via Distributional Contrastive Disentanglement”, ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) 2022
- 2022
- “From Noisy Prediction to True Label: Noisy Prediction Calibration via Generative Model”, International Conference on Machine Learning (ICML) 2022.
- 2022
- “Soft Truncation: A Universal Training Technique of Score-based Diffusion Model for High Precision Score Estimation”, International Conference on Machine Learning (ICML) 2022.
- 2021
- “Approximate Inference for Spectral Mixture Kernel”, International Conference on Machine Learning (ICML) 2022.
- 2021
- “LADA: Look-Ahead Data Acquisition via Augmentation for Deep Active Learning”, Conference on Neural Information Processing Systems (NeurIPS) 2021.
- 2021
- “Implicit Kernel Attention”, AAAI Conference on Artificial Intelligence (AAAI) 2021.
- 2021
- “Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder”, AAAI Conference on Artificial Intelligence (AAAI) 2021.
- 연구과제
- 2022-2025
- Trustworthy AI and Causal Inference, Funded by NRF, Korea, 2022.06~2025.02
- 2022-2022
- Explainable AI for Blood Pressure Estimation, Funded by ETRI, Korea, 2022.05~2022.11
- 2022-2022
- Financial and Telecommunication Data Analysis, Funded by National Police Agency, Korea, 2022.03~2022.05
- 2022-2022
- Multi-Purpose Technology Commercialization Documents Recommendation, Funded by KISTI, Korea, 2022.03~2022.10
- 2022-2025
- Epidemiological Relevance Evaluation Technology for Vaccination Reactions, Funded by Ministry of Food and Drug Safety, Korea, 2022.02~2025.12
- 2021-2023
- Next generation AI for Multi-Purpose Video Search, Funded by IITP, Korea, 2021.07~2023.03
- 2021-2024
- Research and Application for Removing Spurious Bias, Funded by NRF, Korea, 2021.06~2024.02
- 2021-2022
- Seoul Library (Seoul Future Hall) Creation and Operation Plan, Funded by Seoul City, Korea, 2021.12~2022.08
- 2021-2023
- Deep Learning Based Material Design, Funded by University of Seoul, Korea, 2021.05~2023.02
- 2021-2026
- Specialized Graduate School of Chemical Safety Management, Funded by Ministry of Environment, Korea, 2021.09~2026.02
- 2021-2027
- Digital New Technology Talent Training Innovation Sharing University, Funded by Ministry of Education, Korea. 2021.07~2027.02