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Scopus Author ID: 57194606118

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University of Wisconsin-Madison: Madison, WI, US

Van Vleck Assistant Professor (Mathematics)
Employment
Source: Self-asserted source
Dohyun Kwon

Works (38)

Uniform position alignment estimate of a spherical flocking model with inter-particle bonding forces

Communications in Nonlinear Science and Numerical Simulation
2025-04 | Journal article
DOI: 10.1016/j.cnsns.2025.108622
Contributors: Sun-Ho Choi; Dohyun Kwon; Hyowon Seo
Source: check_circle
Crossref

Area-preserving anisotropic mean curvature flow in two dimensions

Calculus of Variations and Partial Differential Equations
2025-01 | Journal article
DOI: 10.1007/s00526-024-02859-6
Contributors: Eric Kim; Dohyun Kwon
Source: check_circle
Crossref

AREA-PRESERVING ANISOTROPIC MEAN CURVATURE FLOW IN TWO DIMENSIONS

arXiv
2024 | Other
DOI: 10.48550/arXiv.2405.08296
EID:

2-s2.0-85195190227

Part of ISSN: 23318422
Contributors: Kim, E.; Kwon, D.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier

Cucker-Smale type flocking models on a sphere

Journal of Mathematical Physics
2024 | Journal article
DOI: 10.1063/5.0160493
EID:

2-s2.0-85189659290

Part of ISSN: 00222488
Contributors: Choi, S.-H.; Kwon, D.; Seo, H.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier
grade
Preferred source (of 2)‎

Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models

arXiv
2024 | Other
DOI: 10.48550/arXiv.2407.00626
EID:

2-s2.0-85199930986

Part of ISSN: 23318422
Contributors: Yoon, S.; Hwang, H.; Kwon, D.; Noh, Y.-K.; Park, F.C.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier

Memorization Capacity for Additive Fine-Tuning with Small ReLU Networks

arXiv
2024 | Other
DOI: 10.48550/arXiv.2408.00359
EID:

2-s2.0-85202280427

Part of ISSN: 23318422
Contributors: Sohn, J.-Y.; Kwon, D.; An, S.; Lee, K.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier

On The Complexity of First-Order Methods in Stochastic Bilevel Optimization

Proceedings of Machine Learning Research
2024 | Conference paper
EID:

2-s2.0-85203802937

Part of ISSN: 26403498
Contributors: Kwon, J.; Kwon, D.; Lyu, H.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier

On the Complexity of First-OrderMethods in Stochastic Bilevel Optimization

arXiv
2024 | Other
DOI: 10.48550/arXiv.2402.07101
EID:

2-s2.0-85185780330

Part of ISSN: 23318422
Contributors: Kwon, J.; Kwon, D.; Lyu, H.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier

Target Tracking Systems on a Sphere With Topographic Information

IEEE Transactions on Cybernetics
2024 | Journal article
DOI: 10.1109/TCYB.2023.3238170
EID:

2-s2.0-85148457968

Part of ISSN: 21682275 21682267
Contributors: Choi, S.-H.; Jeong, S.; Kwon, D.; Seo, H.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier
grade
Preferred source (of 2)‎

The regularity with respect to domains of the additive eigenvalues of superquadratic Hamilton–Jacobi equation

Journal of Differential Equations
2024 | Journal article
DOI: 10.1016/j.jde.2024.05.013
EID:

2-s2.0-85193503459

Part of ISSN: 10902732 00220396
Contributors: Bozorgnia, F.; Kwon, D.; Tu, S.N.T.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier
grade
Preferred source (of 2)‎

A Fully First-Order Method for Stochastic Bilevel Optimization

arXiv
2023 | Other
DOI: 10.48550/arXiv.2301.10945
EID:

2-s2.0-85147664314

Part of ISSN: 23318422
Contributors: Kwon, J.; Kwon, D.; Wright, S.; Nowak, R.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier

A Fully First-Order Method for Stochastic Bilevel Optimization

Proceedings of Machine Learning Research
2023 | Conference paper
EID:

2-s2.0-85174407335

Part of ISSN: 26403498
Contributors: Kwon, J.; Kwon, D.; Wright, S.; Nowak, R.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier

Complexity of Block Coordinate Descent with Proximal Regularization and Applications to Wasserstein CP-dictionary Learning

arXiv
2023 | Other
EID:

2-s2.0-85164415048

Part of ISSN: 23318422
Contributors: Kwon, D.; Lyu, H.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier

Complexity of Block Coordinate Descent with Proximal Regularization and Applications to Wasserstein CP-dictionary Learning

Proceedings of Machine Learning Research
2023 | Conference paper
EID:

2-s2.0-85174411318

Part of ISSN: 26403498
Contributors: Kwon, D.; Lyu, H.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier

Generalized Contrastive Divergence: Joint Training of Energy-Based Model and Diffusion Model through Inverse Reinforcement Learning

arXiv
2023 | Other
DOI: 10.48550/arXiv.2312.03397
EID:

2-s2.0-85180608242

Part of ISSN: 23318422
Contributors: Yoon, S.; Kwon, D.; Hwang, H.; Noh, Y.-K.; Park, F.C.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier

Multi-agent system for target tracking on a sphere and its asymptotic behavior

Communications in Nonlinear Science and Numerical Simulation
2023 | Journal article
DOI: 10.1016/j.cnsns.2022.106967
EID:

2-s2.0-85141760707

Part of ISSN: 10075704
Contributors: Choi, S.-H.; Kwon, D.; Seo, H.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier

On Penalty Methods for Nonconvex Bilevel Optimization and First-Order Stochastic Approximation

arXiv
2023 | Other
DOI: 10.48550/arXiv.2309.01753
EID:

2-s2.0-85173119353

Part of ISSN: 23318422
Contributors: Kwon, J.; Kwon, D.; Wright, S.; Nowak, R.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier

The Regularity with Respect to Domains of the Additive Eigenvalues of Superquadratic Hamilton-Jacobi Equation

SSRN
2023 | Other
DOI: 10.2139/ssrn.4613123
EID:

2-s2.0-85175368147

Part of ISSN: 15565068
Contributors: Bozorgnia, F.; Kwon, D.; Tu, S.N.T.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier

Level-set forced mean curvature flow with the Neumann boundary condition

Journal des Mathematiques Pures et Appliquees
2022 | Journal article
DOI: 10.1016/j.matpur.2022.11.002
EID:

2-s2.0-85142129299

Part of ISSN: 00217824
Contributors: Jang, J.; Kwon, D.; Mitake, H.; Tran, H.V.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier

On volume-preserving crystalline mean curvature flow

Mathematische Annalen
2022 | Journal article
DOI: 10.1007/s00208-021-02286-4
EID:

2-s2.0-85117501653

Part of ISSN: 14321807 00255831
Contributors: Kim, I.; Kwon, D.; Požár, N.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier
grade
Preferred source (of 2)‎

Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance

arXiv
2022 | Other
DOI: 10.48550/arXiv.2212.06359
EID:

2-s2.0-85144796365

Part of ISSN: 23318422
Contributors: Kwon, D.; Fan, Y.; Lee, K.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier

Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance

Advances in Neural Information Processing Systems
2022 | Conference paper
EID:

2-s2.0-85148273316

Part of ISBN: 9781713871088
Part of ISSN: 10495258
Contributors: Kwon, D.; Fan, Y.; Lee, K.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier

THE REGULARITY WITH RESPECT TO DOMAINS OF THE ADDITIVE EIGENVALUES OF SUPERQUADRATIC HAMILTON–JACOBI EQUATION

arXiv
2022 | Other
DOI: 10.48550/arXiv.2210.05544
EID:

2-s2.0-85199386413

Part of ISSN: 23318422
Contributors: Bozorgnia, F.; Kwon, D.; Tu, S.N.T.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier

Flocking formation and stabilizer of boosted cooperative control on a sphere

arXiv
2021 | Other
DOI: 10.48550/arxiv.2107.04159
EID:

2-s2.0-85171049106

Part of ISSN: 23318422
Contributors: Choi, S.-H.; Kwon, D.; Seo, H.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier

LEVEL-SET FORCED MEAN CURVATURE FLOW WITH THE NEUMANN BOUNDARY CONDITION

arXiv
2021 | Other
DOI: 10.48550/arXiv.2108.01244
EID:

2-s2.0-85147726522

Part of ISSN: 23318422
Contributors: Jang, J.; Kwon, D.; Mitake, H.; Tran, H.V.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier

Multi-agent system for target tracking on a sphere and its asymptotic behavior

arXiv
2021 | Other
DOI: 10.48550/arxiv.2107.04161
EID:

2-s2.0-85170861256

Part of ISSN: 23318422
Contributors: Choi, S.-H.; Kwon, D.; Seo, H.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier

Training wasserstein GANs without gradient penalties

arXiv
2021 | Other
DOI: 10.48550/arxiv.2110.14150
EID:

2-s2.0-85169638981

Part of ISSN: 23318422
Contributors: Kwon, D.; Kim, Y.; Montúfar, G.; Yang, I.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier

Uniform position alignment estimate of spherical flocking model with inter-particle bonding forces

arXiv
2021 | Other
DOI: 10.48550/arxiv.2101.00791
EID:

2-s2.0-85170601009

Part of ISSN: 23318422
Contributors: Choi, S.-H.; Kwon, D.; Seo, H.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier

Degenerate nonlinear parabolic equations with discontinuous diffusion coefficients

Journal of the London Mathematical Society
2021-02-22 | Journal article
DOI: 10.1112/jlms.12444
Source: Self-asserted source
Dohyun Kwon
grade
Preferred source (of 2)‎

Uniform position alignment estimate of spherical flocking model with inter-particle bonding forces

2021-01-04 | Preprint
ARXIV: arXiv:2101.00791v1
Source: Self-asserted source
Dohyun Kwon

On mean curvature flow with forcing

Communications in Partial Differential Equations
2020 | Journal article
DOI: 10.1080/03605302.2019.1695262
EID:

2-s2.0-85076087538

Part of ISBN:

15324133 03605302
Contributors: Kim, I.; Kwon, D.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier

On volume-preserving crystalline mean curvature flow

arXiv
2020 | Other
DOI: 10.48550/arxiv.2012.13839
EID:

2-s2.0-85171049180

Part of ISSN: 23318422
Contributors: Kim, I.; Kwon, D.; Požár, N.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier

Volume preserving mean curvature flow for star-shaped sets

Calculus of Variations and Partial Differential Equations
2020 | Journal article
DOI: 10.1007/s00526-020-01738-0
EID:

2-s2.0-85083100668

Part of ISBN:

14320835 09442669
Contributors: Kim, I.; Kwon, D.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier

On volume-preserving crystalline mean curvature flow

2020-12-27 | Preprint
ARXIV: arXiv:2012.13839v1
Source: Self-asserted source
Dohyun Kwon

Cucker-Smale type flocking models on a sphere

2020-10-21 | Preprint
ARXIV: arXiv:2010.10693v1
Source: Self-asserted source
Dohyun Kwon

Degenerate nonlinear parabolic equations with discontinuous diffusion coefficients

arXiv
2019 | Other
DOI: 10.48550/arxiv.1907.11319
EID:

2-s2.0-85169733793

Part of ISSN: 23318422
Contributors: Kwon, D.; Mészáros, A.R.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier

Dispersal towards food: the singular limit of an Allen–Cahn equation

Journal of Mathematical Biology
2018 | Journal article
DOI: 10.1007/s00285-017-1150-5
EID:

2-s2.0-85021145965

Part of ISBN:

14321416 03036812
Contributors: Hilhorst, D.; Kim, Y.-J.; Kwon, D.; Nguyen, T.N.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier

Volume preserving mean curvature flow for star-shaped sets

arXiv
2018 | Other
DOI: 10.48550/arxiv.1808.04922
EID:

2-s2.0-85169222684

Part of ISSN: 23318422
Contributors: Kim, I.; Kwon, D.
Source: Self-asserted source
Dohyun Kwon via Scopus - Elsevier

Peer review (2 reviews for 1 publication/grant)

Review activity for Journal of differential equations. (2)
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