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, 21188-21198, 2020
214 2020 Efficient active search for combinatorial optimization problems A Hottung, YD Kwon, K Tierney
arXiv preprint arXiv:2106.05126, 2021
74 2021 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
53 2021 Femtojoule-scale all-optical latching and modulation via cavity nonlinear optics YD Kwon, MA Armen, H Mabuchi
Physical review letters 111 (20), 203002, 2013
41 2013 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
37 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
30 2022 Experimental methods for trapping ions using microfabricated surface ion traps S Hong, M Lee, YD Kwon, T Kim
JoVE (Journal of Visualized Experiments), e56060, 2017
23 2017 Superresolution fluorescence microscopy for 3D reconstruction of thick samples S Park, W Kang, YD Kwon, J Shim, S Kim, BK Kaang, S Hohng
Molecular brain 11, 1-9, 2018
22 2018 A new microfabrication method for ion-trap chips that reduces exposure of dielectric surfaces to trapped ions S Hong, Y Kwon, C Jung, M Lee, T Kim, DD Cho
Journal of Microelectromechanical Systems 27 (1), 28-30, 2017
21 2017 Microelectromechanical-system-based design of a high-finesse fiber cavity integrated with an ion trap M Lee, M Lee, S Hong, K Schüppert, YD Kwon, T Kim, Y Colombe, ...
Physical Review Applied 12 (4), 044052, 2019
17 2019 Seungjai Min, and Youngjune Gwon. Selfmatch: Combining contrastive self-supervision and consistency for semisupervised learning B Kim, J Choo, YD Kwon, S Joe
arXiv preprint arXiv:2101.06480 2 (3), 2021
13 2021 Cost shaping via reinforcement learning for vehicle routing problems YD Kwon, J Choo, D Bae, J Kim, A Hottung
The EURO Meets NeurIPS, 2022
6 2022 Seungjai Min, and Youngjune Gwon (2021).“SelfMatch: Combining Contrastive Self-Supervision and Consistency for Semi-Supervised Learning” B Kim, J Choo, YD Kwon, S Joe
arXiv preprint arXiv:2101.06480, 2021
5 2021 Cavity nonlinear optics with a cold atom ensemble on an atom chip: all-optical latching, modulation, and amplification YD Kwon
Stanford University, 2013
3 2013 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 and method for training reinforcement learning model for use in combinatorial optimization YD Kwon, JH Choo, IJ Yoon, BJ Kim
US Patent App. 17/077,204, 2021
1 2021 Coherent control of ion qubit states and thermometry using motional decoherence H Jeon, N Park, J Yu, YD Kwon, D Yum, W Jhe
Journal of the Korean Physical Society 78, 251-258, 2021
1 2021 Method for solving problem and system thereof JH Choo, YD Kwon, JH Kim, J Jae
US Patent App. 18/144,505, 2023
2023 Apparatus and method of image clustering BJ Kim, JH Choo, YD Kwon, IJ Yoon, P Du Won
US Patent 11,645,361, 2023
2023 Synthetic data generation apparatus based on generative adversarial networks and learning method thereof BJ Kim, YJ Gwon, YH Jeong, YD Kwon, CH Bae
US Patent 11,615,290, 2023
2023