6 citations · 19 across the 8 of their papers we have counts for
8 papers
Dynamics based Privacy Preservation in Decentralized Optimization
Huan Gao, Yongqiang Wang, Angelia Nedić
With decentralized optimization having increased applications in various domains ranging from machine learning, control, sensor networks, to robotics, its privacy is also receiving…
Algorithm-Level Confidentiality for Average Consensus on Time-Varying Directed Graphs
Huan Gao, Yongqiang Wang
Average consensus plays a key role in distributed networks, with applications ranging from time synchronization, information fusion, load balancing, to decentralized control. Exist…
Privacy-Preserved Collaborative Estimation for Networked Vehicles with Application to Road Anomaly Detection
Huan Gao, Zhaojian Li, Yongqiang Wang
Road information such as road profile and traffic density have been widely used in intelligent vehicle systems to improve road safety, ride comfort, and fuel economy. However, vehi…
On the Global Synchronization of Pulse-coupled Oscillators Interacting on Chain and Directed Tree Graphs
Huan Gao, Yongqiang Wang
Driven by increased applications in biological networks and wireless sensor networks, synchronization of pulse-coupled oscillators (PCOs) has gained increased popularity. However,…
Dynamics Based Privacy Protection for Average Consensus on Directed Graphs
Huan Gao, Yongqiang Wang
Average consensus is key for distributed networks, with applications ranging from network synchronization, distributed information fusion, decentralized control, to load balancing…
Privacy-preserving Decentralized Optimization via Decomposition
Chunlei Zhang, Huan Gao, Yongqiang Wang
This paper considers the problem of privacy-preservation in decentralized optimization, in which agents cooperatively minimize a global objective function that is the sum of $N…
Secure and Privacy-Preserving Consensus
Minghao Ruan, Huan Gao, Yongqiang Wang
Consensus is fundamental for distributed systems since it underpins key functionalities of such systems ranging from distributed information fusion, decision-making, to decentraliz…
Analysis and Design of Phase Desynchronization in Pulse-coupled Oscillators
Huan Gao, Yongqiang Wang
By spreading phases on the unit circle, desynchronization algorithm is a powerful tool to achieve round-robin scheduling, which is crucial in applications as diverse as media acces…