Training Wasserstein GANs without gradient penalties. - Dohyun Kwon 002; Yeoneung Kim; Guido Montúfar; Insoon Yang (CoRR, 2021)

Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance. - Dohyun Kwon 002; Ying Fan; Kangwook Lee 001 (NeurIPS, 2022)

A Fully First-Order Method for Stochastic Bilevel Optimization. - Jeongyeol Kwon; Dohyun Kwon 002; Stephen Wright; Robert D. Nowak (ICML, 2023)

Complexity of Block Coordinate Descent with Proximal Regularization and Applications to Wasserstein CP-dictionary Learning. - Dohyun Kwon 002; Hanbaek Lyu (ICML, 2023)

Multi-agent system for target tracking on a sphere and its asymptotic behavior. - Sun-Ho Choi; Dohyun Kwon 002; Hyowon Seo (Commun. Nonlinear Sci. Numer. Simul., 2023)

On Penalty Methods for Nonconvex Bilevel Optimization and First-Order Stochastic Approximation. - Jeongyeol Kwon; Dohyun Kwon 002; Steve Wright; Robert D. Nowak (CoRR, 2023)

Generalized Contrastive Divergence: Joint Training of Energy-Based Model and Diffusion Model through Inverse Reinforcement Learning. - Sangwoong Yoon; Dohyun Kwon 002; Himchan Hwang; Yung-Kyun Noh; Frank C. Park 001 (CoRR, 2023)

On Penalty Methods for Nonconvex Bilevel Optimization and First-Order Stochastic Approximation. - Jeongyeol Kwon; Dohyun Kwon 002; Stephen Wright; Robert D. Nowak (ICLR, 2024)

On The Complexity of First-Order Methods in Stochastic Bilevel Optimization. - Jeongyeol Kwon; Dohyun Kwon 002; Hanbaek Lyu (ICML, 2024)

Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models. - Sangwoong Yoon; Himchan Hwang; Dohyun Kwon 002; Yung-Kyun Noh; Frank C. Park 001 (NeurIPS, 2024)

Memorization Capacity for Additive Fine-Tuning with Small ReLU Networks. - Jy-yong Sohn; Dohyun Kwon 002; Seoyeon An; Kangwook Lee 001 (UAI, 2024)

Target Tracking Systems on a Sphere With Topographic Information. - Sun-Ho Choi; Soyeong Jeong; Dohyun Kwon 002; Hyowon Seo (IEEE Trans. Cybern., 2024)

Uniform position alignment estimate of a spherical flocking model with inter-particle bonding forces. - Sun-Ho Choi; Dohyun Kwon 002; Hyowon Seo (Commun. Nonlinear Sci. Numer. Simul., 2025)

Overcoming Fake Solutions in Semi-Dual Neural Optimal Transport: A Smoothing Approach for Learning the Optimal Transport Plan. - Jaemoo Choi; Jaewoong Choi; Dohyun Kwon 002 (CoRR, 2025)