13 citations · 33 across the 17 of their papers we have counts for
27 papers
Dynamic Pricing for Client Recruitment in Federated Learning
Xuehe Wang, Shensheng Zheng, Lingjie Duan
Though federated learning (FL) well preserves clients' data privacy, many clients are still reluctant to join FL given the communication cost and energy consumption in their mobile…
Optimal UAV Hitching on Ground Vehicles
Lihua Ruan, Lingjie Duan, Jianwei Huang
Due to its mobility and agility, unmanned aerial vehicle (UAV) has emerged as a promising technology for various tasks, such as sensing, inspection and delivery. However, a typical…
Online Ride-Hitching in UAV Travelling
Songhua Li, Minming Li, Lingjie Duan +1
The unmanned aerial vehicle (UAV) has emerged as a promising solution to provide delivery and other mobile services to customers rapidly, yet it drains its stored energy quickly wh…
Average-Case Analysis of Greedy Matching for D2D Resource Sharing
Shuqin Gao, Costas Courcoubetis, Lingjie Duan
Given the proximity of many wireless users and their diversity in consuming local resources (e.g., data-plans, computation and even energy resources), device-to-device (D2D) resour…
Double-IRS Aided MIMO Communication under LoS Channels: Capacity Maximization and Scaling
Yitao Han, Shuowen Zhang, Lingjie Duan +1
Intelligent reflecting surface (IRS) is a promising technology to extend the wireless signal coverage and support the high performance communication. By intelligently adjusting the…
Incentive Mechanism Design for Distributed Coded Machine Learning
Ningning Ding, Zhixuan Fang, Lingjie Duan +1
A distributed machine learning platform needs to recruit many heterogeneous worker nodes to finish computation simultaneously. As a result, the overall performance may be degraded…