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Wuchen Li
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2020 – today
- 2024
- [j41]Shu Liu, Siting Liu, Stanley J. Osher, Wuchen Li
:
A first-order computational algorithm for reaction-diffusion type equations via primal-dual hybrid gradient method. J. Comput. Phys. 500: 112753 (2024) - [j40]Guosheng Fu, Stanley J. Osher, Will Pazner, Wuchen Li
Generalized optimal transport and mean field control problems for reaction-diffusion systems with high-order finite element computation. J. Comput. Phys. 508: 112994 (2024) - [j39]Wonjun Lee
Deep JKO: Time-implicit particle methods for general nonlinear gradient flows. J. Comput. Phys. 514: 113187 (2024) - [j38]Erhan Bayraktar
Exponential Entropy Dissipation for Weakly Self-Consistent Vlasov-Fokker-Planck Equations. J. Nonlinear Sci. 34(1): 7 (2024) - [j37]Yifei Wang
Optimal Neural Network Approximation of Wasserstein Gradient Direction via Convex Optimization. SIAM J. Math. Data Sci. 6(4): 978-999 (2024) - [i49]Fuqun Han, Stanley J. Osher, Wuchen Li:
Tensor train based sampling algorithms for approximating regularized Wasserstein proximal operators. CoRR abs/2401.13125 (2024) - [i48]Shu Liu, Xinzhe Zuo, Stanley J. Osher, Wuchen Li:
Numerical analysis of a first-order computational algorithm for reaction-diffusion equations via the primal-dual hybrid gradient method. CoRR abs/2401.14602 (2024) - [i47]Qi Feng, Xinzhe Zuo, Wuchen Li:
Fisher information dissipation for time inhomogeneous stochastic differential equations. CoRR abs/2402.01036 (2024) - [i46]Guosheng Fu, Hangjie Ji, Will Pazner, Wuchen Li:
Mean field control of droplet dynamics with high order finite element computations. CoRR abs/2402.05923 (2024) - [i45]Benjamin J. Zhang, Siting Liu, Wuchen Li, Markos A. Katsoulakis, Stanley J. Osher:
Wasserstein proximal operators describe score-based generative models and resolve memorization. CoRR abs/2402.06162 (2024) - [i44]Xinzhe Zuo, Jiaxi Zhao, Shu Liu, Stanley J. Osher, Wuchen Li:
Numerical Analysis on Neural Network Projected Schemes for Approximating One Dimensional Wasserstein Gradient Flows. CoRR abs/2402.16821 (2024) - [i43]Tingwei Meng, Siting Liu, Wuchen Li, Stanley J. Osher:
A Primal-dual hybrid gradient method for solving optimal control problems and the corresponding Hamilton-Jacobi PDEs. CoRR abs/2403.02468 (2024) - [i42]Fuqun Han, Stanley J. Osher, Wuchen Li:
Convergence of Noise-Free Sampling Algorithms with Regularized Wasserstein Proximals. CoRR abs/2409.01567 (2024) - [i41]Mo Zhou, Stanley J. Osher, Wuchen Li:
Score-based Neural Ordinary Differential Equations for Computing Mean Field Control Problems. CoRR abs/2409.16471 (2024) - 2023
- [j36]Qi Feng
Entropy Dissipation for Degenerate Stochastic Differential Equations via Sub-Riemannian Density Manifold. Entropy 25(5): 786 (2023) - [j35]Siting Liu, Stanley J. Osher, Wuchen Li
A primal-dual approach for solving conservation laws with implicit in time approximations. J. Comput. Phys. 472: 111654 (2023) - [j34]Wuchen Li
Controlling conservation laws I: Entropy-entropy flux. J. Comput. Phys. 480: 112019 (2023) - [j33]Jiajia Yu
Computational mean-field games on manifolds. J. Comput. Phys. 484: 112070 (2023) - [j32]Guosheng Fu
High order computation of optimal transport, mean field planning, and potential mean field games. J. Comput. Phys. 491: 112346 (2023) - [j31]Guosheng Fu
High order spatial discretization for variational time implicit schemes: Wasserstein gradient flows and reaction-diffusion systems. J. Comput. Phys. 491: 112375 (2023) - [j30]Jiajia Yu
A fast proximal gradient method and convergence analysis for dynamic mean field planning. Math. Comput. 93(346): 603-642 (2023) - [j29]Xiangcheng Zheng, Zhiwei Yang
A Time-Fractional Mean-Field Control Modeling Subdiffusive Advective Transport. SIAM J. Sci. Comput. 45(3): 884-905 (2023) - [i40]Wuchen Li, Siting Liu, Stanley J. Osher:
A kernel formula for regularized Wasserstein proximal operators. CoRR abs/2301.10301 (2023) - [i39]Guosheng Fu, Siting Liu, Stanley J. Osher, Wuchen Li:
High order computation of optimal transport, mean field planning, and mean field games. CoRR abs/2302.02308 (2023) - [i38]Guosheng Fu, Stanley J. Osher, Wuchen Li:
High order spatial discretization for variational time implicit schemes: Wasserstein gradient flows and reaction-diffusion systems. CoRR abs/2303.08950 (2023) - [i37]Shu Liu, Siting Liu, Stanley J. Osher, Wuchen Li:
A first-order computational algorithm for reaction-diffusion type equations via primal-dual hybrid gradient method. CoRR abs/2305.03945 (2023) - [i36]Guosheng Fu, Stanley J. Osher, Will Pazner, Wuchen Li:
Generalized optimal transport and mean field control problems for reaction-diffusion systems with high-order finite element computation. CoRR abs/2306.06287 (2023) - [i35]Hong Ye Tan
Noise-Free Sampling Algorithms via Regularized Wasserstein Proximals. CoRR abs/2308.14945 (2023) - [i34]Wuchen Li, Jiaxi Zhao:
Scaling Limits of the Wasserstein information matrix on Gaussian Mixture Models. CoRR abs/2309.12997 (2023) - [i33]Tingwei Meng, Wenbo Hao, Siting Liu, Stanley J. Osher, Wuchen Li:
Primal-dual hybrid gradient algorithms for computing time-implicit Hamilton-Jacobi equations. CoRR abs/2310.01605 (2023) - [i32]Wonjun Lee, Li Wang, Wuchen Li:
Deep JKO: time-implicit particle methods for general nonlinear gradient flows. CoRR abs/2311.06700 (2023) - 2022
- [j28]Wuchen Li
Controlling conservation laws II: Compressible Navier-Stokes equations. J. Comput. Phys. 463: 111264 (2022) - [j27]Wuchen Li
Computational mean-field information dynamics associated with reaction-diffusion equations. J. Comput. Phys. 466: 111409 (2022) - [j26]Yi-Fei Wang, Wuchen Li
Accelerated Information Gradient Flow. J. Sci. Comput. 90(1): 11 (2022) - [j25]Lisang Ding, Wuchen Li
A Mean Field Game Inverse Problem. J. Sci. Comput. 92(1): 7 (2022) - [j24]Yifei Wang
Projected Wasserstein Gradient Descent for High-Dimensional Bayesian Inference. SIAM/ASA J. Uncertain. Quantification 10(4): 1513-1532 (2022) - [j23]Shu Liu, Wuchen Li
Neural Parametric Fokker-Planck Equation. SIAM J. Numer. Anal. 60(3): 1385-1449 (2022) - [j22]Hao Gao
Opinion Evolution in Social Networks: Connecting Mean Field Games to Generative Adversarial Nets. IEEE Trans. Netw. Sci. Eng. 9(4): 2734-2746 (2022) - [j21]Hao Gao
Energy-Efficient Velocity Control for Massive Numbers of UAVs: A Mean Field Game Approach. IEEE Trans. Veh. Technol. 71(6): 6266-6278 (2022) - [i31]Wuchen Li, Siting Liu, Stanley J. Osher:
Controlling conservation laws II: compressible Navier-Stokes equations. CoRR abs/2202.11248 (2022) - [i30]Wuchen Li, Linyuan Lu:
Mean field information Hessian matrices on graphs. CoRR abs/2203.06307 (2022) - [i29]Yifei Wang, Peng Chen, Mert Pilanci, Wuchen Li:
Optimal Neural Network Approximation of Wasserstein Gradient Direction via Convex Optimization. CoRR abs/2205.13098 (2022) - [i28]Siting Liu, Stanley J. Osher, Wuchen Li, Chi-Wang Shu:
A primal-dual approach for solving conservation laws with implicit in time approximations. CoRR abs/2207.07234 (2022) - 2021
- [j20]Yuhan Kang
Joint Sensing Task Assignment and Collision-Free Trajectory Optimization for Mobile Vehicle Networks Using Mean-Field Games. IEEE Internet Things J. 8(10): 8488-8503 (2021) - [j19]Hao Gao, Wuchen Li, Miao Pan, Zhu Han, H. Vincent Poor
Modeling COVID-19 with mean field evolutionary dynamics: Social distancing and seasonality. J. Commun. Networks 23(5): 314-325 (2021) - [j18]Wonjun Lee
Generalized unnormalized optimal transport and its fast algorithms. J. Comput. Phys. 436: 110041 (2021) - [j17]Wonjun Lee
Controlling Propagation of Epidemics via Mean-Field Control. SIAM J. Appl. Math. 81(1): 190-207 (2021) - [j16]Siting Liu, Matthew Jacobs
Computational Methods for First-Order Nonlocal Mean Field Games with Applications. SIAM J. Numer. Anal. 59(5): 2639-2668 (2021) - [j15]Jialin Liu
Multilevel Optimal Transport: A Fast Approximation of Wasserstein-1 Distances. SIAM J. Sci. Comput. 43(1): A193-A220 (2021) - [c13]Alex Tong Lin, Wuchen Li, Stanley J. Osher, Guido Montúfar:
Wasserstein Proximal of GANs. GSI 2021: 524-533 - [c12]Wuchen Li:
Transport Information Hessian Distances. GSI 2021: 808-817 - [c11]Hao Gao, Alex Tong Lin, Reginald A. Banez, Wuchen Li, Zhu Han, Stanley J. Osher, H. Vincent Poor
Belief and Opinion Evolution in Social Networks: A High-Dimensional Mean Field Game Approach. ICC 2021: 1-6 - [i27]Wuchen Li:
Transport information Bregman divergences. CoRR abs/2101.01162 (2021) - [i26]David Jekel, Wuchen Li, Dimitri Shlyakhtenko:
Tracial smooth functions of non-commuting variables and the free Wasserstein manifold. CoRR abs/2101.06572 (2021) - [i25]Wuchen Li:
Transport information Hessian distances. CoRR abs/2102.04413 (2021) - [i24]Yifei Wang, Peng Chen, Wuchen Li:
Projected Wasserstein gradient descent for high-dimensional Bayesian inference. CoRR abs/2102.06350 (2021) - [i23]Alex Tong Lin, Wuchen Li, Stanley J. Osher, Guido Montúfar:
Wasserstein Proximal of GANs. CoRR abs/2102.06862 (2021) - [i22]Jiajia Yu, Rongjie Lai, Wuchen Li, Stanley J. Osher:
A Fast Proximal Gradient Method and Convergence Analysis for Dynamic Mean Field Planning. CoRR abs/2102.13260 (2021) - [i21]Wuchen Li, Siting Liu, Stanley J. Osher:
Controlling conservation laws I: entropy-entropy flux. CoRR abs/2111.05473 (2021) - 2020
- [j14]Wuchen Li
Fisher information regularization schemes for Wasserstein gradient flows. J. Comput. Phys. 416: 109449 (2020) - [j13]Alfredo Garbuno-Inigo
Interacting Langevin Diffusions: Gradient Structure and Ensemble Kalman Sampler. SIAM J. Appl. Dyn. Syst. 19(1): 412-441 (2020) - [j12]Shui-Nee Chow, Wuchen Li
Equilibrium Selection via Optimal Transport. SIAM J. Appl. Math. 80(1): 142-159 (2020) - [j11]Hao Gao
Mean Field Evolutionary Dynamics in Dense-User Multi-Access Edge Computing Systems. IEEE Trans. Wirel. Commun. 19(12): 7825-7835 (2020) - [c10]Hao Gao, Wonjun Lee
Energy-efficient Velocity Control for Massive Numbers of Rotary-Wing UAVs: A Mean Field Game Approach. GLOBECOM 2020: 1-6 - [c9]Hao Gao, Wuchen Li, Miao Pan, Zhu Han, H. Vincent Poor:
Analyzing Social Distancing and Seasonality of COVID-19 with Mean Field Evolutionary Dynamics. GLOBECOM (Workshops) 2020: 1-6 - [c8]Yuhan Kang, Siting Liu, Wonjun Lee
Joint Task Assignment and Trajectory optimization for a Mobile Robot Swarm by Mean-Field Game. GLOBECOM 2020: 1-6 - [c7]Michael Arbel, Arthur Gretton, Wuchen Li, Guido Montúfar:
Kernelized Wasserstein Natural Gradient. ICLR 2020 - [i20]Yifei Wang, Wuchen Li:
Information Newton's flow: second-order optimization method in probability space. CoRR abs/2001.04341 (2020) - [i19]Wonjun Lee, Rongjie Lai, Wuchen Li, Stanley J. Osher:
Generalized Unnormalized Optimal Transport and its fast algorithms. CoRR abs/2001.11530 (2020) - [i18]Alex Tong Lin, Samy Wu Fung, Wuchen Li, Levon Nurbekyan, Stanley J. Osher:
APAC-Net: Alternating the Population and Agent Control via Two Neural Networks to Solve High-Dimensional Stochastic Mean Field Games. CoRR abs/2002.10113 (2020) - [i17]Shu Liu, Wuchen Li, Hongyuan Zha, Haomin Zhou:
Neural Parametric Fokker-Planck Equations. CoRR abs/2002.11309 (2020) - [i16]Wuchen Li:
Hessian metric via transport information geometry. CoRR abs/2003.10526 (2020) - [i15]Lisang Ding, Wuchen Li, Stanley J. Osher, Wotao Yin:
A mean field game inverse problem. CoRR abs/2007.11551 (2020) - [i14]Simon Becker, Wuchen Li:
Quantum statistical learning via Quantum Wasserstein natural gradient. CoRR abs/2008.11135 (2020)
2010 – 2019
- 2019
- [j10]Wilfrid Gangbo, Wuchen Li, Stanley J. Osher, Michael A. Puthawala
Unnormalized optimal transport. J. Comput. Phys. 399 (2019) - [j9]Shui-Nee Chow, Wuchen Li
Population Games and Discrete Optimal Transport. J. Nonlinear Sci. 29(3): 871-896 (2019) - [j8]Yat Tin Chow
Algorithm for Hamilton-Jacobi Equations in Density Space Via a Generalized Hopf Formula. J. Sci. Comput. 80(2): 1195-1239 (2019) - [j7]Matt Jacobs
Solving Large-Scale Optimization Problems with a Convergence Rate Independent of Grid Size. SIAM J. Numer. Anal. 57(3): 1100-1123 (2019) - [c6]Hao Gao, Wuchen Li, Reginald A. Banez, Zhu Han, H. Vincent Poor:
Mean Field Evolutionary Dynamics in Ultra Dense Mobile Edge Computing Systems. GLOBECOM 2019: 1-6 - [c5]Wuchen Li, Alex Tong Lin, Guido Montúfar:
Affine Natural Proximal Learning. GSI 2019: 705-714 - [c4]Wuchen Li, Shu Liu, Hongyuan Zha, Haomin Zhou:
Parametric Fokker-Planck Equation. GSI 2019: 715-724 - [c3]Flavien Léger, Wuchen Li:
Hopf-Cole Transformation and Schrödinger Problems. GSI 2019: 733-738 - [c2]Yonatan Dukler, Wuchen Li, Alex Tong Lin, Guido Montúfar:
Wasserstein of Wasserstein Loss for Learning Generative Models. ICML 2019: 1716-1725 - [i13]Wuchen Li, Lexing Ying:
Hessian transport gradient flows. CoRR abs/1905.04556 (2019) - [i12]Wuchen Li, Jianfeng Lu, Li Wang:
Fisher information regularization schemes for Wasserstein gradient flows. CoRR abs/1907.02152 (2019) - [i11]Wuchen Li:
Diffusion Hypercontractivity via Generalized Density Manifold. CoRR abs/1907.12546 (2019) - [i10]Yifei Wang, Wuchen Li:
Accelerated Information Gradient flow. CoRR abs/1909.02102 (2019) - [i9]Alex Tong Lin, Yonatan Dukler, Wuchen Li, Guido Montúfar
Wasserstein Diffusion Tikhonov Regularization. CoRR abs/1909.06860 (2019) - [i8]Michael Arbel, Arthur Gretton, Wuchen Li, Guido Montúfar
Kernelized Wasserstein Natural Gradient. CoRR abs/1910.09652 (2019) - [i7]Wuchen Li, Jiaxi Zhao:
Wasserstein information matrix. CoRR abs/1910.11248 (2019) - [i6]Lars Ruthotto, Stanley J. Osher, Wuchen Li, Levon Nurbekyan, Samy Wu Fung:
A Machine Learning Framework for Solving High-Dimensional Mean Field Game and Mean Field Control Problems. CoRR abs/1912.01825 (2019) - 2018
- [j6]Wuchen Li
A Parallel Method for Earth Mover's Distance. J. Sci. Comput. 75(1): 182-197 (2018) - [j5]Wuchen Li
Computations of Optimal Transport Distance with Fisher Information Regularization. J. Sci. Comput. 75(3): 1581-1595 (2018) - [j4]Ernest K. Ryu, Wuchen Li
Unbalanced and Partial L1 Monge-Kantorovich Problem: A Scalable Parallel First-Order Method. J. Sci. Comput. 75(3): 1596-1613 (2018) - [j3]Ernest K. Ryu, Yongxin Chen, Wuchen Li
Vector and Matrix Optimal Mass Transport: Theory, Algorithm, and Applications. SIAM J. Sci. Comput. 40(5): A3675-A3698 (2018) - [i5]Wuchen Li:
Transport information geometry I: Riemannian calculus on probability simplex. CoRR abs/1803.06360 (2018) - [i4]Wuchen Li, Guido Montúfar:
Natural gradient via optimal transport I. CoRR abs/1803.07033 (2018) - [i3]Yifan Chen, Wuchen Li:
Natural gradient in Wasserstein statistical manifold. CoRR abs/1805.08380 (2018) - [i2]Wuchen Li, Guido Montúfar
Ricci curvature for parametric statistics via optimal transport. CoRR abs/1807.07095 (2018) - 2017
- [j2]Wuchen Li, Jun Lu, Haomin Zhou, Shui-Nee Chow:
Method of evolving junctions: A new approach to optimal control with constraints. Autom. 78: 72-78 (2017) - [j1]Wuchen Li, Shui-Nee Chow, Magnus Egerstedt, Jun Lu, Haomin Zhou:
Method of evolving junctions: A new approach to optimal path-planning in 2D environments with moving obstacles. Int. J. Robotics Res. 36(4): 403-413 (2017) - [i1]Ernest K. Ryu, Yongxin Chen, Wuchen Li, Stanley J. Osher:
Vector and Matrix Optimal Mass Transport: Theory, Algorithm, and Applications. CoRR abs/1712.10279 (2017) - 2013
- [c1]Dongmei Fu, Wuchen Li, Xingen Li, Xiaoming Wang:
Research on a Super-Sparse Data Generation Model for Temperature Data Map. IScIDE 2013: 263-270
Coauthor Index
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last updated on 2024-11-07 20:35 CET by the dblp team
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