Dohyun Kwon

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 29

Top Topics

Reinforcement Learning

Diffusion Models

Power Generation

Distortion Correction

Top Venues

IEEE Trans. Cybern.

Publications

Jeongyeol Kwon, Dohyun Kwon, Hanbaek Lyu
On the Complexity of First-Order Methods in Stochastic Bilevel Optimization. CoRR (2024)
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 (2024)
Jeongyeol Kwon, Dohyun Kwon, Stephen Wright, Robert D. Nowak
On Penalty Methods for Nonconvex Bilevel Optimization and First-Order Stochastic Approximation. ICLR (2024)
Sun-Ho Choi, Soyeong Jeong, Dohyun Kwon, Hyowon Seo
Target Tracking Systems on a Sphere With Topographic Information. IEEE Trans. Cybern. 54 (5) (2024)
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 (2023)
Jeongyeol Kwon, Dohyun Kwon, Steve Wright, Robert D. Nowak
On Penalty Methods for Nonconvex Bilevel Optimization and First-Order Stochastic Approximation. CoRR (2023)
Jeongyeol Kwon, Dohyun Kwon, Stephen Wright, Robert D. Nowak
A Fully First-Order Method for Stochastic Bilevel Optimization. CoRR (2023)
Dohyun Kwon, Hanbaek Lyu
Complexity of Block Coordinate Descent with Proximal Regularization and Applications to Wasserstein CP-dictionary Learning. CoRR (2023)
Jeongyeol Kwon, Dohyun Kwon, Stephen Wright, Robert D. Nowak
A Fully First-Order Method for Stochastic Bilevel Optimization. ICML (2023)
Dohyun Kwon, Hanbaek Lyu
Complexity of Block Coordinate Descent with Proximal Regularization and Applications to Wasserstein CP-dictionary Learning. ICML (2023)
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 (2023)
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) (2022)
Dohyun Kwon, Ying Fan, Kangwook Lee
Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance. CoRR (2022)
Dohyun Kwon, Ying Fan, Kangwook Lee
Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance. NeurIPS (2022)
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 (2021)
Dohyun Kwon, Yeoneung Kim, Guido Montúfar, Insoon Yang
Training Wasserstein GANs without gradient penalties. CoRR (2021)
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) (2021)
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) (2020)
Dohyun Kim, Dohyun Kwon, SooHyun Park, Joongheon Kim
Learning-based Dot-Grid Alignment for Projection Distortion Correction. ICOIN (2020)
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) (2020)
Dohyun Kwon, Joongheon Kim
Multi-Agent Deep Reinforcement Learning for Cooperative Connected Vehicles. CoRR (2020)
Dohyun Kwon, Joongheon Kim
Multi-Agent Deep Reinforcement Learning for Cooperative Connected Vehicles. GLOBECOM (2019)
Dohyun Kwon, Joongheon Kim
Optimal Trajectory Learning for UAV-BS Video Provisioning System: A Deep Reinforcement Learning Approach. ICOIN (2019)
Dohyun Kwon, SooHyun Park, Joongheon Kim
Multi-Agent Deep Reinforcement Learning for Connected Vehicles. MobiSys (2019)
SooHyun Park, Junhui Kim, Dohyun Kwon, Myungjae Shin, Joongheon Kim
Joint Offloading and Streaming in Mobile Edges: A Deep Reinforcement Learning Approach. APWCS (2019)
Dohyun Kwon, Joongheon Kim
Opportunistic Medium Access for Hyper-Dense Beamformed IEEE 802.11ax Wireless Networks. ICTC (2018)
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) (2018)
Dohyun Kwon, Joongheon Kim
Distributed dynamic power-aware buffering for multi-Gbps video streaming in IEEE 802.11ad fast session transfer. ICOIN (2018)
Kyeong Seon Kim, Dohyun Kwon, Yejin Kim, Junhui Kim, Joongheon Kim
Self-Adaptive Machine Learning Operating Systems for Security Applications. ICASSP (2018)