Wuchen Li

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 100

Top Venues

Publications

Wonjun Lee, Li Wang, Wuchen Li
Deep JKO: Time-implicit particle methods for general nonlinear gradient flows. J. Comput. Phys. 514 (2024)
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 (2024)
Erhan Bayraktar, Qi Feng, Wuchen Li
Exponential Entropy Dissipation for Weakly Self-Consistent Vlasov-Fokker-Planck Equations. J. Nonlinear Sci. 34 (1) (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
Qi Feng, Xinzhe Zuo, Wuchen Li
Fisher information dissipation for time inhomogeneous stochastic differential equations. CoRR (2024)
Fuqun Han, Stanley J. Osher, Wuchen Li
Tensor train based sampling algorithms for approximating regularized Wasserstein proximal operators. CoRR (2024)
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 (2024)
Guosheng Fu, Hangjie Ji, Will Pazner, Wuchen Li
Mean field control of droplet dynamics with high order finite element computations. CoRR (2024)
Wuchen Li, Siting Liu, Stanley J. Osher
A kernel formula for regularized Wasserstein proximal operators. CoRR (2023)
Wonjun Lee, Li Wang, Wuchen Li
Deep JKO: time-implicit particle methods for general nonlinear gradient flows. CoRR (2023)
Wuchen Li, Siting Liu, Stanley J. Osher
Controlling conservation laws I: Entropy-entropy flux. J. Comput. Phys. 480 (2023)
Qi Feng, Wuchen Li
Entropy Dissipation for Degenerate Stochastic Differential Equations via Sub-Riemannian Density Manifold. Entropy 25 (5) (2023)
Wuchen Li, Jiaxi Zhao
Scaling Limits of the Wasserstein information matrix on Gaussian Mixture Models. CoRR (2023)
Hong Ye Tan, Stanley J. Osher, Wuchen Li
Noise-Free Sampling Algorithms via Regularized Wasserstein Proximals. CoRR (2023)
Guosheng Fu, Siting Liu, Stanley J. Osher, Wuchen Li
High order computation of optimal transport, mean field planning, and potential mean field games. J. Comput. Phys. 491 (2023)
Xiangcheng Zheng, Zhiwei Yang, Wuchen Li, Hong Wang
A Time-Fractional Mean-Field Control Modeling Subdiffusive Advective Transport. SIAM J. Sci. Comput. 45 (6) (2023)
Jiajia Yu, Rongjie Lai, Wuchen Li, Stanley J. Osher
A fast proximal gradient method and convergence analysis for dynamic mean field planning. Math. Comput. 93 (346) (2023)
Jiajia Yu, Rongjie Lai, Wuchen Li, Stanley J. Osher
Computational mean-field games on manifolds. J. Comput. Phys. 484 (2023)
Guosheng Fu, Stanley J. Osher, Wuchen Li
High order spatial discretization for variational time implicit schemes: Wasserstein gradient flows and reaction-diffusion systems. CoRR (2023)
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 (2023)
Siting Liu, Stanley J. Osher, Wuchen Li, Chi-Wang Shu
A primal-dual approach for solving conservation laws with implicit in time approximations. J. Comput. Phys. 472 (2023)
Xiangcheng Zheng, Zhiwei Yang, Wuchen Li, Hong Wang
A Time-Fractional Mean-Field Control Modeling Subdiffusive Advective Transport. SIAM J. Sci. Comput. 45 (3) (2023)
Guosheng Fu, Siting Liu, Stanley J. Osher, Wuchen Li
High order computation of optimal transport, mean field planning, and mean field games. CoRR (2023)
Guosheng Fu, Stanley J. Osher, Wuchen Li
High order spatial discretization for variational time implicit schemes: Wasserstein gradient flows and reaction-diffusion systems. J. Comput. Phys. 491 (2023)
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 (2023)
Tingwei Meng, Wenbo Hao, Siting Liu, Stanley J. Osher, Wuchen Li
Primal-dual hybrid gradient algorithms for computing time-implicit Hamilton-Jacobi equations. CoRR (2023)
Wuchen Li, Linyuan Lu
Mean field information Hessian matrices on graphs. CoRR (2022)
Hao Gao, Alex Lin, Reginald A. Banez, Wuchen Li, Zhu Han, Stanley J. Osher, H. Vincent Poor
Opinion Evolution in Social Networks: Connecting Mean Field Games to Generative Adversarial Nets. IEEE Trans. Netw. Sci. Eng. 9 (4) (2022)
Yi-Fei Wang, Wuchen Li
Accelerated Information Gradient Flow. J. Sci. Comput. 90 (1) (2022)
Lisang Ding, Wuchen Li, Stanley J. Osher, Wotao Yin
A Mean Field Game Inverse Problem. J. Sci. Comput. 92 (1) (2022)
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) (2022)
Shu Liu, Wuchen Li, Hongyuan Zha, Haomin Zhou
Neural Parametric Fokker-Planck Equation. SIAM J. Numer. Anal. 60 (3) (2022)
Wuchen Li, Wonjun Lee, Stanley J. Osher
Computational mean-field information dynamics associated with reaction-diffusion equations. J. Comput. Phys. 466 (2022)
Yifei Wang, Peng Chen, Wuchen Li
Projected Wasserstein Gradient Descent for High-Dimensional Bayesian Inference. SIAM/ASA J. Uncertain. Quantification 10 (4) (2022)
Siting Liu, Stanley J. Osher, Wuchen Li, Chi-Wang Shu
A primal-dual approach for solving conservation laws with implicit in time approximations. CoRR (2022)
Yifei Wang, Peng Chen, Mert Pilanci, Wuchen Li
Optimal Neural Network Approximation of Wasserstein Gradient Direction via Convex Optimization. CoRR (2022)
Wuchen Li, Siting Liu, Stanley J. Osher
Controlling conservation laws II: compressible Navier-Stokes equations. CoRR (2022)
Wuchen Li, Siting Liu, Stanley J. Osher
Controlling conservation laws II: Compressible Navier-Stokes equations. J. Comput. Phys. 463 (2022)
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)
Alex Tong Lin, Wuchen Li, Stanley J. Osher, Guido Montúfar
Wasserstein Proximal of GANs. GSI (2021)
Yifei Wang, Peng Chen, Wuchen Li
Projected Wasserstein gradient descent for high-dimensional Bayesian inference. CoRR (2021)
Alex Tong Lin, Wuchen Li, Stanley J. Osher, Guido Montúfar
Wasserstein Proximal of GANs. CoRR (2021)
Jiajia Yu, Rongjie Lai, Wuchen Li, Stanley J. Osher
A Fast Proximal Gradient Method and Convergence Analysis for Dynamic Mean Field Planning. CoRR (2021)
Siting Liu, Matthew Jacobs, Wuchen Li, Levon Nurbekyan, Stanley J. Osher
Computational Methods for First-Order Nonlocal Mean Field Games with Applications. SIAM J. Numer. Anal. 59 (5) (2021)
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) (2021)
Wonjun Lee, Rongjie Lai, Wuchen Li, Stanley J. Osher
Generalized unnormalized optimal transport and its fast algorithms. J. Comput. Phys. 436 (2021)
Wuchen Li
Transport Information Hessian Distances. GSI (2021)
Wuchen Li, Siting Liu, Stanley J. Osher
Controlling conservation laws I: entropy-entropy flux. CoRR (2021)
Jialin Liu, Wotao Yin, Wuchen Li, Yat Tin Chow
Multilevel Optimal Transport: A Fast Approximation of Wasserstein-1 Distances. SIAM J. Sci. Comput. 43 (1) (2021)
Wuchen Li
Transport information Hessian distances. CoRR (2021)
David Jekel, Wuchen Li, Dimitri Shlyakhtenko
Tracial smooth functions of non-commuting variables and the free Wasserstein manifold. CoRR (2021)
Yuhan Kang, Siting Liu, Hongliang Zhang, Wuchen Li, Zhu Han, Stanley J. Osher, H. Vincent Poor
Joint Sensing Task Assignment and Collision-Free Trajectory Optimization for Mobile Vehicle Networks Using Mean-Field Games. IEEE Internet Things J. 8 (10) (2021)
Wuchen Li
Transport information Bregman divergences. CoRR (2021)
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) (2021)
Shui-Nee Chow, Wuchen Li, Jun Lu, Haomin Zhou
Equilibrium Selection via Optimal Transport. SIAM J. Appl. Math. 80 (1) (2020)
Wuchen Li, Jianfeng Lu, Li Wang
Fisher information regularization schemes for Wasserstein gradient flows. J. Comput. Phys. 416 (2020)
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 (2020)
Wuchen Li
Hessian metric via transport information geometry. CoRR (2020)
Simon Becker, Wuchen Li
Quantum statistical learning via Quantum Wasserstein natural gradient. CoRR (2020)
Shu Liu, Wuchen Li, Hongyuan Zha, Haomin Zhou
Neural Parametric Fokker-Planck Equations. CoRR (2020)
Alfredo Garbuno-Inigo, Franca Hoffmann, Wuchen Li, Andrew M. Stuart
Interacting Langevin Diffusions: Gradient Structure and Ensemble Kalman Sampler. SIAM J. Appl. Dyn. Syst. 19 (1) (2020)
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)
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)
Wonjun Lee, Rongjie Lai, Wuchen Li, Stanley J. Osher
Generalized Unnormalized Optimal Transport and its fast algorithms. CoRR (2020)
Lisang Ding, Wuchen Li, Stanley J. Osher, Wotao Yin
A mean field game inverse problem. CoRR (2020)
Hao Gao, Wuchen Li, Reginald A. Banez, Zhu Han, H. Vincent Poor
Mean Field Evolutionary Dynamics in Dense-User Multi-Access Edge Computing Systems. IEEE Trans. Wirel. Commun. 19 (12) (2020)
Yifei Wang, Wuchen Li
Information Newton's flow: second-order optimization method in probability space. CoRR (2020)
Michael Arbel, Arthur Gretton, Wuchen Li, Guido Montúfar
Kernelized Wasserstein Natural Gradient. ICLR (2020)
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)
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 (2019)
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)
Shui-Nee Chow, Wuchen Li, Jun Lu, Haomin Zhou
Population Games and Discrete Optimal Transport. J. Nonlinear Sci. 29 (3) (2019)
Wilfrid Gangbo, Wuchen Li, Stanley J. Osher, Michael A. Puthawala
Unnormalized optimal transport. J. Comput. Phys. 399 (2019)
Michael Arbel, Arthur Gretton, Wuchen Li, Guido Montúfar
Kernelized Wasserstein Natural Gradient. CoRR (2019)
Wuchen Li, Jiaxi Zhao
Wasserstein information matrix. CoRR (2019)
Yonatan Dukler, Wuchen Li, Alex Tong Lin, Guido Montúfar
Wasserstein of Wasserstein Loss for Learning Generative Models. ICML (2019)
Flavien Léger, Wuchen Li
Hopf-Cole Transformation and Schrödinger Problems. GSI (2019)
Yifei Wang, Wuchen Li
Accelerated Information Gradient flow. CoRR (2019)
Matt Jacobs, Flavien Léger, Wuchen Li, Stanley J. Osher
Solving Large-Scale Optimization Problems with a Convergence Rate Independent of Grid Size. SIAM J. Numer. Anal. 57 (3) (2019)
Wuchen Li, Jianfeng Lu, Li Wang
Fisher information regularization schemes for Wasserstein gradient flows. CoRR (2019)
Wuchen Li, Shu Liu, Hongyuan Zha, Haomin Zhou
Parametric Fokker-Planck Equation. GSI (2019)
Wuchen Li, Alex Tong Lin, Guido Montúfar
Affine Natural Proximal Learning. GSI (2019)
Wuchen Li, Lexing Ying
Hessian transport gradient flows. CoRR (2019)
Yat Tin Chow, Wuchen Li, Stanley J. Osher, Wotao Yin
Algorithm for Hamilton-Jacobi Equations in Density Space Via a Generalized Hopf Formula. J. Sci. Comput. 80 (2) (2019)
Alex Tong Lin, Yonatan Dukler, Wuchen Li, Guido Montúfar
Wasserstein Diffusion Tikhonov Regularization. CoRR (2019)
Wuchen Li
Diffusion Hypercontractivity via Generalized Density Manifold. CoRR (2019)
Ernest K. Ryu, Wuchen Li, Penghang Yin, Stanley J. Osher
Monge-Kantorovich Problem: A Scalable Parallel First-Order Method. J. Sci. Comput. 75 (3) (2018)
Wuchen Li, Penghang Yin, Stanley J. Osher
Computations of Optimal Transport Distance with Fisher Information Regularization. J. Sci. Comput. 75 (3) (2018)
Wuchen Li, Ernest K. Ryu, Stanley J. Osher, Wotao Yin, Wilfrid Gangbo
A Parallel Method for Earth Mover's Distance. J. Sci. Comput. 75 (1) (2018)
Yifan Chen, Wuchen Li
Natural gradient in Wasserstein statistical manifold. CoRR (2018)
Wuchen Li, Guido Montúfar
Ricci curvature for parametric statistics via optimal transport. CoRR (2018)
Ernest K. Ryu, Yongxin Chen, Wuchen Li, Stanley J. Osher
Vector and Matrix Optimal Mass Transport: Theory, Algorithm, and Applications. SIAM J. Sci. Comput. 40 (5) (2018)
Wuchen Li, Guido Montúfar
Natural gradient via optimal transport I. CoRR (2018)
Wuchen Li
Transport information geometry I: Riemannian calculus on probability simplex. CoRR (2018)
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) (2017)
Wuchen Li, Jun Lu, Haomin Zhou, Shui-Nee Chow
Method of evolving junctions: A new approach to optimal control with constraints. Autom. 78 (2017)
Ernest K. Ryu, Yongxin Chen, Wuchen Li, Stanley J. Osher
Vector and Matrix Optimal Mass Transport: Theory, Algorithm, and Applications. CoRR (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Wuchen Li