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Jayoung Kim
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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
242021
Stasy: Score-based tabular data synthesis
J Kim, C Lee, N Park
arXiv preprint arXiv:2210.04018, 2022
232022
Sos: Score-based oversampling for tabular data
J Kim, C Lee, Y Shin, S Park, M Kim, N Park, J Cho
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
182022
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
182022
An empirical study on the membership inference attack against tabular data synthesis models
J Hyeong, J Kim, N Park, S Jajodia
Proceedings of the 31st ACM International Conference on Information …, 2022
112022
Codi: Co-evolving contrastive diffusion models for mixed-type tabular synthesis
C Lee, J Kim, N Park
International Conference on Machine Learning, 18940-18956, 2023
102023
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
22022
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
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학술자료 1–8