| Linear, or non-linear, that is the question! T Kong, T Kim, J Jeon, J Choi, YC Lee, N Park, SW Kim Proceedings of the fifteenth ACM international conference on web search and …, 2022 | 41 | 2022 |
| 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 | 24 | 2021 |
| Lt-ocf: learnable-time ode-based collaborative filtering J Choi, J Jeon, N Park Proceedings of the 30th ACM International Conference on Information …, 2021 | 24 | 2021 |
| 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 | 24 | 2021 |
| GT-GAN: General purpose time series synthesis with generative adversarial networks J Jeon, J Kim, H Song, S Cho, N Park Advances in Neural Information Processing Systems 35, 36999-37010, 2022 | 23 | 2022 |
| 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 | 18 | 2022 |
| Lightmove: A lightweight next-poi recommendation fortaxicab rooftop advertising J Jeon, S Kang, M Jo, S Cho, N Park, S Kim, C Song Proceedings of the 30th ACM international conference on information …, 2021 | 16 | 2021 |
| Ace-node: Attentive co-evolving neural ordinary differential equations SY Jhin, M Jo, T Kong, J Jeon, N Park Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 9 | 2021 |
| Large-scale data-driven airline market influence maximization D Li, J Liu, J Jeon, S Hong, T Le, D Lee, N Park Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 8 | 2021 |
| 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 |
| Apparatus and method for artificial intelligence neural network based on co-evolving neural ordinary differential equations NS Park, SY Jhin, MJ JO, TY Kong, JS Jeon US Patent App. 17/564,912, 2023 | 1 | 2023 |
| SPI-GAN: Distilling Score-based Generative Models with Straight-Path Interpolations J Jeon, N Park arXiv preprint arXiv:2206.14464, 2022 | 1 | 2022 |
| Large-scale flight frequency optimization with global convergence in the US domestic air passenger markets J Jeon, D Lee, S Hwang, S Kang, N Park, D Li, K Lee, J Liu Proceedings of the 2021 SIAM International Conference on Data Mining (SDM …, 2021 | 1 | 2021 |
| Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations W Cho, S Cho, H Jin, J Jeon, K Lee, S Hong, D Lee, J Choi, N Park Proceedings of the AAAI Conference on Artificial Intelligence 38 (10), 11543 …, 2024 | | 2024 |
| PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images J Jeon, H Jin, J Choi, S Hong, D Lee, K Lee, N Park arXiv preprint arXiv:2402.12721, 2024 | | 2024 |
| Long-term Time Series Forecasting based on Decomposition and Neural Ordinary Differential Equations S Lim, J Park, S Kim, H Wi, H Lim, J Jeon, J Choi, N Park 2023 IEEE International Conference on Big Data (BigData), 748-757, 2023 | | 2023 |
| SPI-GAN: Denoising Diffusion GANs with Straight-Path Interpolations J Jeon, N Park | | 2023 |
| Neural ode-based conditional tabular generative adversarial network apparatus and method NS Park, JY Kim, JS Jeon, JH Lee, JH Hyeong US Patent App. 17/564,870, 2023 | | 2023 |
| Apparatus and method for recommending collaborative filtering based on learnable-time ordinary differential equation NS Park, JW Choi, JS Jeon US Patent App. 17/563,726, 2023 | | 2023 |
| When Neural ODEs meet Neural Operators W Cho, S Cho, H Jin, J Jeon, K Lee, S Hong, D Lee, J Choi, N Park | | 2022 |
