Yongcun Song

16 papers Journal 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Single-Loop Bilevel Deep Learning Method for Optimal Control of Obstacle Problems. CoRR Yongcun Song, Shangzhi Zeng, Jin Zhang, Lvgang Zhang
2026	J	`jnl`	Learning to Control: The iUzawa-Net for Nonsmooth Optimal Control of Linear PDEs. CoRR Yongcun Song, Xiaoming Yuan, Hangrui Yue, Tianyou Zeng
2025	J	`jnl`	Deep Neural ODE Operator Networks for PDEs. CoRR Ziqian Li, Kang Liu, Yongcun Song, Hangrui Yue, Enrique Zuazua
2025	J	`jnl`	FedADMM-InSa: An inexact and self-adaptive ADMM for federated learning. Neural Networks Yongcun Song, Ziqi Wang, Enrique Zuazua
2025	J	`jnl`	The Hard-Constraint PINNs for Interface Optimal Control Problems. SIAM J. Sci. Comput. Ming-Chih Lai, Yongcun Song, Xiaoming Yuan, Hangrui Yue, Tianyou Zeng
2024	J	`jnl`	An Augmented Lagrangian Method for State Constrained Linear Parabolic Optimal Control Problems. J. Optim. Theory Appl. Hailing Wang, Changjun Yu, Yongcun Song
2024	J	`jnl`	FedADMM-InSa: An Inexact and Self-Adaptive ADMM for Federated Learning. CoRR Yongcun Song, Ziqi Wang, Enrique Zuazua
2024	J	`jnl`	The ADMM-PINNs Algorithmic Framework for Nonsmooth PDE-Constrained Optimization: A Deep Learning Approach. SIAM J. Sci. Comput. Yongcun Song, Xiaoming Yuan, Hangrui Yue
2023	J	`jnl`	A numerical approach to the optimal control of thermally convective flows. J. Comput. Phys. Yongcun Song, Xiaoming Yuan, Hangrui Yue
2023	J	`jnl`	Accelerated primal-dual methods with enlarged step sizes and operator learning for nonsmooth optimal control problems. CoRR Yongcun Song, Xiaoming Yuan, Hangrui Yue
2023	J	`jnl`	Approximate and Weighted Data Reconstruction Attack in Federated Learning. CoRR Ziqi Wang, Yongcun Song, Enrique Zuazua
2023	J	`jnl`	The ADMM-PINNs Algorithmic Framework for Nonsmooth PDE-Constrained Optimization: A Deep Learning Approach. CoRR Yongcun Song, Xiaoming Yuan, Hangrui Yue
2023	J	`jnl`	The Hard-Constraint PINNs for Interface Optimal Control Problems. CoRR Ming-Chih Lai, Yongcun Song, Xiaoming Yuan, Hangrui Yue, Tianyou Zeng
2022	J	`jnl`	Bilinear Optimal Control of an Advection-Reaction-Diffusion System. SIAM Rev. Roland Glowinski, Yongcun Song, Xiaoming Yuan, Hangrui Yue
2020	J	`jnl`	An ADMM numerical approach to linear parabolic state constrained optimal control problems. Numerische Mathematik Roland Glowinski, Yongcun Song, Xiaoming Yuan
2019	J	`jnl`	An Inexact Uzawa Algorithmic Framework for Nonlinear Saddle Point Problems with Applications to Elliptic Optimal Control Problem. SIAM J. Numer. Anal. Yongcun Song, Xiaoming Yuan, Hangrui Yue