Wonjun Lee

20 papers A 1B 2Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Geometry-Preserving Encoder/Decoder in Latent Generative Models.
CoRR
Wonjun Lee, Riley C. W. O'Neill, Dongmian Zou, Jeff Calder, Gilad Lerman
2025 J jnl
Monotone Generative Modeling via a Gromov-Monge Embedding.
SIAM J. Math. Data Sci.
Wonjun Lee, Yifei Yang, Dongmian Zou, Gilad Lerman
2024 J jnl
Deep JKO: Time-implicit particle methods for general nonlinear gradient flows.
J. Comput. Phys.
Wonjun Lee, Li Wang, Wuchen Li
2024 J jnl
Game-Theoretic Joint Incentive and Cut Layer Selection Mechanism in Split Federated Learning.
CoRR
Joohyung Lee, Jungchan Cho, Wonjun Lee, Mohamed Seif, H. Vincent Poor
2024 — conf
Improving Hyperbolic Representations via Gromov-Wasserstein Regularization.
ECCV (82)
Yifei Yang, Wonjun Lee, Dongmian Zou, Gilad Lerman
2024 J jnl
Improving Hyperbolic Representations via Gromov-Wasserstein Regularization.
CoRR
Yifei Yang, Wonjun Lee, Dongmian Zou, Gilad Lerman
2023 J jnl
Deep JKO: time-implicit particle methods for general nonlinear gradient flows.
CoRR
Wonjun Lee, Li Wang, Wuchen Li
2023 J jnl
Monotone Generative Modeling via a Gromov-Monge Embedding.
CoRR
Wonjun Lee, Yifei Yang, Dongmian Zou, Gilad Lerman
2022 — —
Algorithms for optimal transport and their applications to PDEs
Wonjun Lee
2022 J jnl
Computational mean-field information dynamics associated with reaction-diffusion equations.
J. Comput. Phys.
Wuchen Li, Wonjun Lee, Stanley J. Osher
2022 J jnl
Energy-Efficient Velocity Control for Massive Numbers of UAVs: A Mean Field Game Approach.
IEEE Trans. Veh. Technol.
Hao Gao, Wonjun Lee, Yuhan Kang, Wuchen Li, Zhu Han, Stanley J. Osher, H. Vincent Poor
2022 J jnl
Random Features for High-Dimensional Nonlocal Mean-Field Games.
CoRR
Sudhanshu Agrawal, Wonjun Lee, Samy Wu Fung, Levon Nurbekyan
2022 J jnl
Random features for high-dimensional nonlocal mean-field games.
J. Comput. Phys.
Sudhanshu Agrawal, Wonjun Lee, Samy Wu Fung, Levon Nurbekyan
2022 A conf
Weakly-Supervised Convolutional Neural Networks for Vessel Segmentation in Cerebral Angiography.
WACV
Arvind Vepa, Andrew Choi, Noor Nakhaei, Wonjun Lee, Noah Stier, Andrew Vu, Greyson Jenkins, Xiaoyan Yang, Manjot Shergill, Moira Desphy, Kevin Delao, Mia Levy, Cristopher Garduno, Lacy Nelson, Wandi Liu, Fan Hung, Fabien Scalzo
2021 J jnl
Controlling Propagation of Epidemics via Mean-Field Control.
SIAM J. Appl. Math.
Wonjun Lee, Siting Liu, Hamidou Tembine, Wuchen Li, Stanley J. Osher
2021 J jnl
Generalized unnormalized optimal transport and its fast algorithms.
J. Comput. Phys.
Wonjun Lee, Rongjie Lai, Wuchen Li, Stanley J. Osher
2020 B conf
Energy-efficient Velocity Control for Massive Numbers of Rotary-Wing UAVs: A Mean Field Game Approach.
GLOBECOM
Hao Gao, Wonjun Lee, Wuchen Li, Zhu Han, Stanley J. Osher, H. Vincent Poor
2020 J jnl
Generalized Unnormalized Optimal Transport and its fast algorithms.
CoRR
Wonjun Lee, Rongjie Lai, Wuchen Li, Stanley J. Osher
2020 B conf
Joint Task Assignment and Trajectory optimization for a Mobile Robot Swarm by Mean-Field Game.
GLOBECOM
Yuhan Kang, Siting Liu, Wonjun Lee, Hongliang Zhang, Wuchen Li, Zhu Han
2020 J jnl
The back-and-forth method for Wasserstein gradient flows.
CoRR
Matt Jacobs, Wonjun Lee, Flavien Léger