2 citations · 5 across the 9 of their papers we have counts for
9 papers
FedAgg: Adaptive Federated Learning with Aggregated Gradients
Wenhao Yuan, Xuehe Wang
Federated Learning (FL) has emerged as a crucial distributed training paradigm, enabling discrete devices to collaboratively train a shared model under the coordination of a centra…
Adaptive Federated Learning via New Entropy Approach
Shensheng Zheng, Wenhao Yuan, Xuehe Wang +1
Federated Learning (FL) has emerged as a prominent distributed machine learning framework that enables geographically discrete clients to train a global model collaboratively while…
Incentive Mechanism and Path Planning for UAV Hitching over Traffic Networks
Ziyi Lu, Na Yu, Xuehe Wang
Package delivery via the UAVs is a promising transport mode to provide efficient and green logistic services, especially in urban areas or complicated topography. However, the ener…
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…
Dynamic Pricing and Mean Field Analysis for Controlling Age of Information
Xuehe Wang, Lingjie Duan
Today many mobile users in various zones are invited to sense and send back real-time useful information (e.g., traffic observation and sensor data) to keep the freshness of the co…
Dynamic Pricing for Controlling Age of Information
Xuehe Wang, Lingjie Duan
Fueled by the rapid development of communication networks and sensors in portable devices, today many mobile users are invited by content providers to sense and send back real-time…
Economic Analysis of Rollover and Shared Data Plans
Xuehe Wang, Lingjie Duan
In today's growing data market, wireless service providers (WSPs) compete severely to attract users by announcing innovative data plans. Two of the most popular innovative data pla…
Dynamic Pricing and Capacity Allocation of UAV-provided Mobile Services
Xuehe Wang, Lingjie Duan
Due to its agility and mobility, the unmanned aerial vehicle (UAV) is a promising technology to provide high-quality mobile services (e.g., fast Internet access, edge computing, an…
Mobile Social Services with Network Externality: From Separate Pricing to Bundled Pricing
Xuehe Wang, Lingjie Duan, Junshan Zhang
Today, many wireless device providers choose to sell devices bundled with complementary mobile social services, which exhibit strong positive network externality. This paper aims t…