104 citations · 256 across the 39 of their papers we have counts for
42 papers
One-Bit Byzantine-Tolerant Distributed Learning via Over-the-Air Computation
Yuhan Yang, Youlong Wu, Yuning Jiang +1
Distributed learning has become a promising computational parallelism paradigm that enables a wide scope of intelligent applications from the Internet of Things (IoT) to autonomous…
Multi-Agent Bayesian Optimization with Coupled Black-Box and Affine Constraints
Wenjie Xu, Yuning Jiang, Bratislav Svetozarevic +1
This paper studies the problem of distributed multi-agent Bayesian optimization with both coupled black-box constraints and known affine constraints. A primal-dual distributed algo…
A Generalized Stopping Criterion for Real-Time MPC with Guaranteed Stability
Kristína Fedorová, Yuning Jiang, Juraj Oravec +2
Most of the real-time implementations of the stabilizing optimal control actions suffer from the necessity to provide high computational effort. This paper presents a cutting-edge…
Federated Linear Bandit Learning via Over-the-Air Computation
Jiali Wang, Yuning Jiang, Xin Liu +2
In this paper, we investigate federated contextual linear bandit learning within a wireless system that comprises a server and multiple devices. Each device interacts with the envi…
Data-Driven Robust Control Using Prediction Error Bounds Based on Perturbation Analysis
Baiwei Guo, Yuning Jiang, Colin N. Jones +1
For linear systems, many data-driven control methods rely on the behavioral framework, using historical data of the system to predict the future trajectories. However, measurement…
Federated Reinforcement Learning for Electric Vehicles Charging Control on Distribution Networks
Junkai Qian, Yuning Jiang, Xin Liu +4
With the growing popularity of electric vehicles (EVs), maintaining power grid stability has become a significant challenge. To address this issue, EV charging control strategies h…