Siting Liu - RankMe

27 papers B 1Journal 25Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Fine-tune language models as multi-modal differential equation solvers. Neural Networks Liu Yang, Siting Liu, Stanley J. Osher
2025	J	`jnl`	Probabilistic operator learning: generative modeling and uncertainty quantification for foundation models of differential equations. CoRR Benjamin J. Zhang, Siting Liu, Stanley J. Osher, Markos A. Katsoulakis
2025	J	`jnl`	Recent Advances in Numerical Solutions for Hamilton-Jacobi PDEs. CoRR Tingwei Meng, Siting Liu, Samy Wu Fung, Stanley J. Osher
2024	J	`jnl`	A Primal-dual hybrid gradient method for solving optimal control problems and the corresponding Hamilton-Jacobi PDEs. CoRR Tingwei Meng, Siting Liu, Wuchen Li, Stanley J. Osher
2024	J	`jnl`	A first-order computational algorithm for reaction-diffusion type equations via primal-dual hybrid gradient method. J. Comput. Phys. Shu Liu, Siting Liu, Stanley J. Osher, Wuchen Li
2024	J	`jnl`	Monotone inclusion methods for a class of second-order non-potential mean-field games. CoRR Levon Nurbekyan, Siting Liu, Yat Tin Chow
2024	J	`jnl`	Wasserstein proximal operators describe score-based generative models and resolve memorization. CoRR Benjamin J. Zhang, Siting Liu, Wuchen Li, Markos A. Katsoulakis, Stanley J. Osher
2023	J	`jnl`	A first-order computational algorithm for reaction-diffusion type equations via primal-dual hybrid gradient method. CoRR Shu Liu, Siting Liu, Stanley J. Osher, Wuchen Li
2023	J	`jnl`	A kernel formula for regularized Wasserstein proximal operators. CoRR Wuchen Li, Siting Liu, Stanley J. Osher
2023	J	`jnl`	A primal-dual approach for solving conservation laws with implicit in time approximations. J. Comput. Phys. Siting Liu, Stanley J. Osher, Wuchen Li, Chi-Wang Shu
2023	J	`jnl`	Controlling conservation laws I: Entropy-entropy flux. J. Comput. Phys. Wuchen Li, Siting Liu, Stanley J. Osher
2023	J	`jnl`	High order computation of optimal transport, mean field planning, and mean field games. CoRR Guosheng Fu, Siting Liu, Stanley J. Osher, Wuchen Li
2023	J	`jnl`	High order computation of optimal transport, mean field planning, and potential mean field games. J. Comput. Phys. Guosheng Fu, Siting Liu, Stanley J. Osher, Wuchen Li
2023	J	`jnl`	In-Context Operator Learning for Differential Equation Problems. CoRR Liu Yang, Siting Liu, Tingwei Meng, Stanley J. Osher
2023	J	`jnl`	Primal-dual hybrid gradient algorithms for computing time-implicit Hamilton-Jacobi equations. CoRR Tingwei Meng, Wenbo Hao, Siting Liu, Stanley J. Osher, Wuchen Li
2023	J	`jnl`	Prompting In-Context Operator Learning with Sensor Data, Equations, and Natural Language. CoRR Liu Yang, Tingwei Meng, Siting Liu, Stanley J. Osher
2022	J	`jnl`	A numerical algorithm for inverse problem from partial boundary measurement arising from mean field game problem. CoRR Yat Tin Chow, Samy Wu Fung, Siting Liu, Levon Nurbekyan, Stanley J. Osher
2022	J	`jnl`	A primal-dual approach for solving conservation laws with implicit in time approximations. CoRR Siting Liu, Stanley J. Osher, Wuchen Li, Chi-Wang Shu
2022	J	`jnl`	Controlling conservation laws II: Compressible Navier-Stokes equations. J. Comput. Phys. Wuchen Li, Siting Liu, Stanley J. Osher
2022	J	`jnl`	Controlling conservation laws II: compressible Navier-Stokes equations. CoRR Wuchen Li, Siting Liu, Stanley J. Osher
2021	J	`jnl`	Computational Methods for First-Order Nonlocal Mean Field Games with Applications. SIAM J. Numer. Anal. Siting Liu, Matthew Jacobs, Wuchen Li, Levon Nurbekyan, Stanley J. Osher
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`	Controlling conservation laws I: entropy-entropy flux. CoRR Wuchen Li, Siting Liu, Stanley J. Osher
2021	J	`jnl`	Joint Sensing Task Assignment and Collision-Free Trajectory Optimization for Mobile Vehicle Networks Using Mean-Field Games. IEEE Internet Things J. Yuhan Kang, Siting Liu, Hongliang Zhang, Wuchen Li, Zhu Han, Stanley J. Osher, H. Vincent Poor
2021	J	`jnl`	Task Selection and Collision-Free Route Planning for Mobile Crowdsensing Using Multi-Population Mean-Field Games. IEEE Trans. Green Commun. Netw. Yuhan Kang, Siting Liu, Hongliang Zhang, Zhu Han, Stanley J. Osher, H. Vincent Poor
2021	—	`conf`	Task Selection and Route Planning for Mobile Crowd Sensing Using Multi-Population Mean-Field Games. ICC Yuhan Kang, Siting Liu, Hongliang Zhang, Zhu Han, Stanley J. Osher, H. Vincent Poor
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