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ORCIDWonjun Lee 0004
Person information
- affiliation: University of Minnesota, Institute for Mathematics and its Applications, Twin Cities, MN, USA
- affiliation (PhD 2022): University of California, Los Angeles, CA, USA
Other persons with the same name
- Wonjun Lee — disambiguation page
- Wonjun Lee 0001
![[0000-0001-5286-6541]](https://dblp.org/img/orcid-mark.12x12.png "0000-0001-5286-6541")
— Korea University, School of Cybersecurity, Seoul, South Korea (and 2 more) - Wonjun Lee 0002 — Purdue University, School of Electrical and Computer Engineering, West Lafayette, IN, USA
- Wonjun Lee 0003 — California State University, Northridge, CA, USA (and 1 more)
- Wonjun Lee 0005 — Samsung Electronics, Korea (and 1 more)
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Books and Theses
- 2022
[b1]Wonjun Lee:
Algorithms for optimal transport and their applications to PDEs. University of California, Los Angeles, USA, 2022
Journal Articles
- 2024
- [j6]Wonjun Lee, Li Wang, Wuchen Li:
Deep JKO: Time-implicit particle methods for general nonlinear gradient flows. J. Comput. Phys. 514: 113187 (2024) - 2022
- [j5]Sudhanshu Agrawal, Wonjun Lee, Samy Wu Fung, Levon Nurbekyan:
Random features for high-dimensional nonlocal mean-field games. J. Comput. Phys. 459: 111136 (2022) - [j4]Wuchen Li, Wonjun Lee, Stanley J. Osher:
Computational mean-field information dynamics associated with reaction-diffusion equations. J. Comput. Phys. 466: 111409 (2022) - [j3]Hao Gao, Wonjun Lee, Yuhan Kang, Wuchen Li, Zhu Han, Stanley J. Osher, H. Vincent Poor:
Energy-Efficient Velocity Control for Massive Numbers of UAVs: A Mean Field Game Approach. IEEE Trans. Veh. Technol. 71(6): 6266-6278 (2022) - 2021
- [j2]Wonjun Lee, Rongjie Lai, Wuchen Li, Stanley J. Osher:
Generalized unnormalized optimal transport and its fast algorithms. J. Comput. Phys. 436: 110041 (2021) - [j1]Wonjun Lee, Siting Liu, Hamidou Tembine, Wuchen Li, Stanley J. Osher:
Controlling Propagation of Epidemics via Mean-Field Control. SIAM J. Appl. Math. 81(1): 190-207 (2021)
Conference and Workshop Papers
- 2024
- [c4]Yifei Yang, Wonjun Lee, Dongmian Zou, Gilad Lerman:
Improving Hyperbolic Representations via Gromov-Wasserstein Regularization. ECCV (82) 2024: 211-227 - 2022
- [c3]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:
Weakly-Supervised Convolutional Neural Networks for Vessel Segmentation in Cerebral Angiography. WACV 2022: 3220-3229 - 2020
- [c2]Hao Gao, Wonjun Lee, Wuchen Li, Zhu Han, Stanley J. Osher, H. Vincent Poor:
Energy-efficient Velocity Control for Massive Numbers of Rotary-Wing UAVs: A Mean Field Game Approach. GLOBECOM 2020: 1-6 - [c1]Yuhan Kang, Siting Liu, Wonjun Lee, Hongliang Zhang, Wuchen Li, Zhu Han:
Joint Task Assignment and Trajectory optimization for a Mobile Robot Swarm by Mean-Field Game. GLOBECOM 2020: 1-6
Informal and Other Publications
- 2025
- [i8]Wonjun Lee, Riley C. W. O'Neill, Dongmian Zou, Jeff Calder, Gilad Lerman:
Geometry-Preserving Encoder/Decoder in Latent Generative Models. CoRR abs/2501.09876 (2025) - 2024
- [i7]Yifei Yang, Wonjun Lee, Dongmian Zou, Gilad Lerman:
Improving Hyperbolic Representations via Gromov-Wasserstein Regularization. CoRR abs/2407.10495 (2024) - [i6]Joohyung Lee, Jungchan Cho, Wonjun Lee, Mohamed Seif, H. Vincent Poor:
Game-Theoretic Joint Incentive and Cut Layer Selection Mechanism in Split Federated Learning. CoRR abs/2412.07813 (2024) - 2023
- [i5]Wonjun Lee, Yifei Yang, Dongmian Zou, Gilad Lerman:
Monotone Generative Modeling via a Gromov-Monge Embedding. CoRR abs/2311.01375 (2023) - [i4]Wonjun Lee, Li Wang, Wuchen Li:
Deep JKO: time-implicit particle methods for general nonlinear gradient flows. CoRR abs/2311.06700 (2023) - 2022
- [i3]Sudhanshu Agrawal, Wonjun Lee, Samy Wu Fung, Levon Nurbekyan:
Random Features for High-Dimensional Nonlocal Mean-Field Games. CoRR abs/2202.12529 (2022) - 2020
- [i2]Wonjun Lee, Rongjie Lai, Wuchen Li, Stanley J. Osher:
Generalized Unnormalized Optimal Transport and its fast algorithms. CoRR abs/2001.11530 (2020) - [i1]Matt Jacobs, Wonjun Lee, Flavien Léger:
The back-and-forth method for Wasserstein gradient flows. CoRR abs/2011.08151 (2020)
Coauthor Index
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