| POMO: Policy Optimization with Multiple Optima for Reinforcement Learning YD Kwon, J Choo, B Kim, I Yoon, Y Gwon, S Min Advances in Neural Information Processing Systems 33, 2020 | 379 | 2020 |
| Matrix encoding networks for neural combinatorial optimization YD Kwon, J Choo, I Yoon, M Park, D Park, Y Gwon Advances in Neural Information Processing Systems 34, 5138-5149, 2021 | 99 | 2021 |
| Simulation-guided beam search for neural combinatorial optimization J Choo, YD Kwon, J Kim, J Jae, A Hottung, K Tierney, Y Gwon Advances in Neural Information Processing Systems 35, 8760-8772, 2022 | 68 | 2022 |
| Selfmatch: Combining contrastive self-supervision and consistency for semi-supervised learning B Kim, J Choo, YD Kwon, S Joe, S Min, Y Gwon arXiv preprint arXiv:2101.06480, 2021 | 64 | 2021 |
| Vab-al: Incorporating class imbalance and difficulty with variational bayes for active learning J Choi, KM Yi, J Kim, J Choo, B Kim, J Chang, Y Gwon, HJ Chang Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021 | 52 | 2021 |
| Mobile terminal and method for controlling the same J Seyoon, J Choo US Patent 9,467,812, 2016 | 35 | 2016 |
| Method and apparatus for selecting an image JA Choi, JH Choo, JH Kim, JS YI, JH Kim US Patent App. 15/791,981, 2018 | 13 | 2018 |
| Cost shaping via reinforcement learning for vehicle routing problems YD Kwon, J Choo, D Bae, J Kim, A Hottung The EURO Meets NeurIPS, 2022 | 7 | 2022 |
| Apparatus and method of image clustering BJ Kim, JH Choo, YD Kwon, IJ Yoon, P Du Won US Patent 11,645,361, 2023 | 5 | 2023 |
| Method and apparatus for extracting foreground JA Choi, JH Choo, JH Kim, JS YI, JH Kim US Patent App. 16/025,466, 2019 | 5 | 2019 |
| Caap: Context-aware action planning prompting to solve computer tasks with front-end ui only J Cho, J Kim, D Bae, J Choo, Y Gwon, YD Kwon arXiv preprint arXiv:2406.06947, 2024 | 3 | 2024 |
| Method for training image classification model and apparatus for executing the same BJ Kim, JH Choo, YD Kwon, JY Chang, YJ Gwon, SJ Min US Patent 11,823,480, 2023 | 2 | 2023 |
| Apparatus for determining arrangement of objects in space and method thereof JH Choo, IJ Yoon, YD Kwon, JO Uk, SS Kim, JH Goo US Patent 11,367,214, 2022 | 2 | 2022 |
| Method of masking object of non-interest JA Choi, SH Lee, JH Choo, JH Kim, JS YI, JH Kim, JY Choi US Patent App. 16/115,908, 2019 | 2 | 2019 |
| Method of reducing noise of video signal J Choi, J Choo, BY Kim, Y Shin, SJ Ha, YI Jeong-Seon, K Yeon-Hee, ... US Patent 10,003,826, 2018 | 1 | 2018 |
| Apparatus and method for training reinforcement learning model for use in combinatorial optimization YD Kwon, JH Choo, IJ Yoon, BJ Kim US Patent 12,198,019, 2025 | | 2025 |
| Reinforcement learning to learn quantum states for Heisenberg scaling accuracy J Jae, J Hong, J Choo, YD Kwon arXiv preprint arXiv:2412.02334, 2024 | | 2024 |
| Method for solving problem and system thereof JH Choo, YD Kwon, JH Kim, J Jae US Patent App. 18/144,505, 2023 | | 2023 |
| Method and apparatus for determining a base model for transfer learning JH Choo, JS Yi, MA Park US Patent 11,734,571, 2023 | | 2023 |
| Apparatus and method for encoding matrix data K Yeong-Dae, J Choo, Y Il-Joo, P Min-Ah, P Du-Won US Patent App. 17/741,553, 2022 | | 2022 |
