Song, Yongcun

1. The Hard-Constraint PINNs for Interface Optimal Control Problems
   2023/08/13 by Lai, Ming-Chih, Song, Yongcun, Yuan, Xiaoming +2 · 7 citations
   #35Q90 #35Q93 #49M41 #68T07 #90C25 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
2. The ADMM-PINNs Algorithmic Framework for Nonsmooth PDE-Constrained Optimization: A Deep Learning Approach
   2023/02/16 by Song, Yongcun, Yuan, Xiaoming, Yue, Hangrui · 5 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
3. FedADMM-InSa: An Inexact and Self-Adaptive ADMM for Federated Learning
   2024/02/21 by Song, Yongcun, Wang, Ziqi, Zuazua, Enrique · 3 citations
   #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #and Cluster Computing (cs.DC)
4. Bilinear Optimal Control of an Advection-reaction-diffusion System
   2021/01/07 by Roland Glowinski, Yongcun Song, Glowinski, Roland +5 · 1 citation
   Computer Science · Engineering · Mathematics · #35Q93 #49J20 #49M41 #Advanced Mathematical Modeling in Engineering #Advanced Numerical Methods in Computational Mathematics #FOS: Mathematics #Numerical methods for differential equations #Optimization and Control (math.OC)
5. Approximate and Weighted Data Reconstruction Attack in Federated Learning
   2023/08/13 by Song, Yongcun, Wang, Ziqi, Zuazua, Enrique · 2 citations
   #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)