2 citations · 2 across the 3 of their papers we have counts for
3 papers
math.OC2023
A Bi-level Globalization Strategy for Non-convex Consensus ADMM and ALADIN
Xu Du, Jingzhe Wang, Xiaohua Zhou +1
In this paper, we formally analyze global convergence in the realm of distributed consensus optimization. Current solutions have explored such analysis, particularly focusing on co…
math.OC2023
Consensus ALADIN: A Framework for Distributed Optimization and Its Application in Federated Learning
Xu Du, Jingzhe Wang
This paper investigates algorithms for solving distributed consensus optimization problems that are non-convex. Since Typical ALADIN (Typical Augmented Lagrangian based Alternating…
cs.CR2023★ 2 cited
Effective Intrusion Detection in Highly Imbalanced IoT Networks with Lightweight S2CGAN-IDS
Caihong Wang, Du Xu, Zonghang Li +1
Since the advent of the Internet of Things (IoT), exchanging vast amounts of information has increased the number of security threats in networks. As a result, intrusion detection…