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Dohyun Kwon
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2020 – today
- 2024
- [j7]Sun-Ho Choi, Soyeong Jeong, Dohyun Kwon
, Hyowon Seo
:
Target Tracking Systems on a Sphere With Topographic Information. IEEE Trans. Cybern. 54(5): 2901-2913 (2024) - [c12]Jeongyeol Kwon, Dohyun Kwon, Stephen Wright, Robert D. Nowak:
On Penalty Methods for Nonconvex Bilevel Optimization and First-Order Stochastic Approximation. ICLR 2024 - [i10]Jeongyeol Kwon, Dohyun Kwon, Hanbaek Lyu:
On the Complexity of First-Order Methods in Stochastic Bilevel Optimization. CoRR abs/2402.07101 (2024) - [i9]Sangwoong Yoon, Himchan Hwang, Dohyun Kwon, Yung-Kyun Noh, Frank C. Park:
Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models. CoRR abs/2407.00626 (2024) - 2023
- [j6]Sun-Ho Choi, Dohyun Kwon, Hyowon Seo
:
Multi-agent system for target tracking on a sphere and its asymptotic behavior. Commun. Nonlinear Sci. Numer. Simul. 117: 106967 (2023) - [c11]Jeongyeol Kwon, Dohyun Kwon, Stephen Wright, Robert D. Nowak:
A Fully First-Order Method for Stochastic Bilevel Optimization. ICML 2023: 18083-18113 - [c10]Dohyun Kwon, Hanbaek Lyu:
Complexity of Block Coordinate Descent with Proximal Regularization and Applications to Wasserstein CP-dictionary Learning. ICML 2023: 18114-18134 - [i8]Jeongyeol Kwon, Dohyun Kwon, Stephen Wright, Robert D. Nowak:
A Fully First-Order Method for Stochastic Bilevel Optimization. CoRR abs/2301.10945 (2023) - [i7]Dohyun Kwon, Hanbaek Lyu:
Complexity of Block Coordinate Descent with Proximal Regularization and Applications to Wasserstein CP-dictionary Learning. CoRR abs/2306.02420 (2023) - [i6]Jeongyeol Kwon, Dohyun Kwon, Steve Wright, Robert D. Nowak:
On Penalty Methods for Nonconvex Bilevel Optimization and First-Order Stochastic Approximation. CoRR abs/2309.01753 (2023) - [i5]Sangwoong Yoon, Dohyun Kwon, Himchan Hwang, Yung-Kyun Noh, Frank C. Park:
Generalized Contrastive Divergence: Joint Training of Energy-Based Model and Diffusion Model through Inverse Reinforcement Learning. CoRR abs/2312.03397 (2023) - 2022
- [j5]Won Joon Yun
, Dohyun Kwon, Minseok Choi
, Joongheon Kim
, Giuseppe Caire
, Andreas F. Molisch
:
Quality-Aware Deep Reinforcement Learning for Streaming in Infrastructure-Assisted Connected Vehicles. IEEE Trans. Veh. Technol. 71(2): 2002-2017 (2022) - [c9]Dohyun Kwon, Ying Fan, Kangwook Lee:
Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance. NeurIPS 2022 - [i4]Dohyun Kwon, Ying Fan, Kangwook Lee:
Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance. CoRR abs/2212.06359 (2022) - 2021
- [j4]Dohyun Kim, Dohyun Kwon, Laihyuk Park, Joongheon Kim
, Sungrae Cho
:
Multiscale LSTM-Based Deep Learning for Very-Short-Term Photovoltaic Power Generation Forecasting in Smart City Energy Management. IEEE Syst. J. 15(1): 346-354 (2021) - [i3]Dohyun Kwon, Yeoneung Kim, Guido Montúfar, Insoon Yang:
Training Wasserstein GANs without gradient penalties. CoRR abs/2110.14150 (2021) - [i2]Won Joon Yun, Dohyun Kwon, Minseok Choi, Joongheon Kim, Giuseppe Caire, Andreas F. Molisch:
Quality-Aware Deep Reinforcement Learning for Streaming in Infrastructure-Assisted Connected Vehicles. CoRR abs/2111.09425 (2021) - 2020
- [j3]Dohyun Kwon, Joohyung Jeon, Soohyun Park, Joongheon Kim
, Sungrae Cho
:
Multiagent DDPG-Based Deep Learning for Smart Ocean Federated Learning IoT Networks. IEEE Internet Things J. 7(10): 9895-9903 (2020) - [j2]Dohyun Kwon, Joongheon Kim, David A. Mohaisen, Wonjun Lee:
Self-adaptive power control with deep reinforcement learning for millimeter-wave Internet-of-vehicles video caching. J. Commun. Networks 22(4): 326-337 (2020) - [c8]Dohyun Kim, Dohyun Kwon, SooHyun Park, Joongheon Kim:
Learning-based Dot-Grid Alignment for Projection Distortion Correction. ICOIN 2020: 4-6 - [i1]Dohyun Kwon, Joongheon Kim:
Multi-Agent Deep Reinforcement Learning for Cooperative Connected Vehicles. CoRR abs/2001.02337 (2020)
2010 – 2019
- 2019
- [c7]SooHyun Park, Junhui Kim, Dohyun Kwon, Myungjae Shin, Joongheon Kim:
Joint Offloading and Streaming in Mobile Edges: A Deep Reinforcement Learning Approach. APWCS 2019: 1-4 - [c6]Dohyun Kwon, Joongheon Kim:
Multi-Agent Deep Reinforcement Learning for Cooperative Connected Vehicles. GLOBECOM 2019: 1-6 - [c5]Dohyun Kwon, Joongheon Kim:
Optimal Trajectory Learning for UAV-BS Video Provisioning System: A Deep Reinforcement Learning Approach. ICOIN 2019: 372-374 - [c4]Dohyun Kwon, SooHyun Park, Joongheon Kim:
Multi-Agent Deep Reinforcement Learning for Connected Vehicles. MobiSys 2019: 524-525 - 2018
- [j1]Dohyun Kwon, Sang-Wook Kim, Joongheon Kim
, Aziz Mohaisen:
Interference-Aware Adaptive Beam Alignment for Hyper-Dense IEEE 802.11ax Internet-of-Things Networks. Sensors 18(10): 3364 (2018) - [c3]Kyeong Seon Kim, Dohyun Kwon, Yejin Kim, Junhui Kim, Joongheon Kim:
Self-Adaptive Machine Learning Operating Systems for Security Applications. ICASSP 2018: 6946-6950 - [c2]Dohyun Kwon, Joongheon Kim:
Distributed dynamic power-aware buffering for multi-Gbps video streaming in IEEE 802.11ad fast session transfer. ICOIN 2018: 886-890 - [c1]Dohyun Kwon, Joongheon Kim:
Opportunistic Medium Access for Hyper-Dense Beamformed IEEE 802.11ax Wireless Networks. ICTC 2018: 198-200
Coauthor Index
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last updated on 2024-08-11 01:05 CEST by the dblp team
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