16 citations · 31 across the 5 of their papers we have counts for
5 papers
Optimal Decentralized Dynamic Energy Management over Asynchronous Peer-to-Peer Transactive Networks via Operator Splitting
Xi Zhang, Huqiang Cheng, Guo Chen +4
Peer-to-peer (P2P) energy management facilitates decentralized resource allocation among prosumers, improving local hosting capacity for renewables and minimizing energy expenditur…
Decentralized Nonconvex Robust Optimization over Unsafe Multiagent Systems: System Modeling, Utility, Resilience, and Privacy Analysis
Jinhui Hu, Guo Chen, Huaqing Li +3
Privacy leakage and Byzantine failures are two adverse factors to the intelligent decision-making process of multi-agent systems (MASs). Considering the presence of these two issue…
Privacy-Preserving Push-Pull Method for Decentralized Optimization via State Decomposition
Huqiang Cheng, Xiaofeng Liao, Huaqing Li +1
Distributed optimization is manifesting great potential in multiple fields, e.g., machine learning, control, and resource allocation. Existing decentralized optimization algorithms…
Dynamics-Based Algorithm-Level Privacy Preservation for Push-Sum Average Consensus
Huqiang Cheng, Mengying Xie, Xiaowei Yang +2
In the intricate dance of multi-agent systems, achieving average consensus is not just vital--it is the backbone of their functionality. In conventional average consensus algorithm…
Distributed Online Private Learning of Convex Nondecomposable Objectives
Huqiang Cheng, Xiaofeng Liao, Huaqing Li
We deal with a general distributed constrained online learning problem with privacy over time-varying networks, where a class of nondecomposable objectives are considered. Under th…