| Oct-gan: Neural ode-based conditional tabular gans J Kim, J Jeon, J Lee, J Hyeong, N Park Proceedings of the Web Conference 2021, 1506-1515, 2021 | 27 | 2021 |
| Invertible tabular GANs: Killing two birds with one stone for tabular data synthesis J Lee, J Hyeong, J Jeon, N Park, J Cho Advances in Neural Information Processing Systems 34, 4263-4273, 2021 | 25 | 2021 |
| Exit: Extrapolation and interpolation-based neural controlled differential equations for time-series classification and forecasting SY Jhin, J Lee, M Jo, S Kook, J Jeon, J Hyeong, J Kim, N Park Proceedings of the ACM Web Conference 2022, 3102-3112, 2022 | 19 | 2022 |
| Precursor-of-anomaly detection for irregular time series SY Jhin, J Lee, N Park Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 2 | 2023 |
| Lord: Lower-dimensional embedding of log-signature in neural rough differential equations J Lee, J Jeon, J Hyeong, J Kim, M Jo, K Seungji, N Park arXiv preprint arXiv:2204.08781, 2022 | 2 | 2022 |
| Madsgm: Multivariate anomaly detection with score-based generative models H Lim, S Park, M Kim, J Lee, S Lim, N Park Proceedings of the 32nd ACM International Conference on Information and …, 2023 | 1 | 2023 |
| Scalable Graph Synthesis with Adj and 1 — Adj J Jeon, J Liu, J Kim, J Lee, N Park, JJ Lee, O Uzuner, S Jajodia Proceedings of the 2021 SIAM International Conference on Data Mining (SDM …, 2021 | | 2021 |
| HyperNetwork Approximating Future Parameters for Time Series Forecasting under Temporal Drifts J Lee, C Kim, G Lee, H Lim, J Choi, K Lee, D Lee, S Hong, N Park NeurIPS 2023 Workshop on Distribution Shifts: New Frontiers with Foundation …, 0 | | |
Noseong ParkTenured Associate Professor, KAISTVerified email at kaist.ac.kr
