activity
20202023
most citedEfficient Parallel Split Learning over Resource-constrained Wireless Edge Networks

6 citations · 11 across the 5 of their papers we have counts for

collaborators

6 papers

cs.IT2023★ 1 cited

Enhancement of Direct LEO Satellite-to-Smartphone Communications by Distributed Beamforming

Zhuoao Xu, Gaojie Chen, Ryan Fernandez +2

The low earth orbit (LEO) satellite network is undergoing rapid development with the maturing of satellite communications and rocket launch technologies, and the demand for a globa…

cs.IT2023

Energy-Efficient URLLC Service Provision via a Near-Space Information Network

Puguang An, Peng Yang, Xianbin Cao +3

The integration of a near-space information network (NSIN) with the reconfigurable intelligent surface (RIS) is envisioned to significantly enhance the communication performance of…

cs.LG2023★ 6 cited

Efficient Parallel Split Learning over Resource-constrained Wireless Edge Networks

Zheng Lin, Guangyu Zhu, Yiqin Deng +4

The increasingly deeper neural networks hinder the democratization of privacy-enhancing distributed learning, such as federated learning (FL), to resource-constrained devices. To o…

eess.SY2022

Distributed Intelligence in Wireless Networks

Xiaolan Liu, Jiadong Yu, Yuanwei Liu +4

The cloud-based solutions are becoming inefficient due to considerably large time delays, high power consumption, security and privacy concerns caused by billions of connected wire…

cs.NI2022

6G Network AI Architecture for Everyone-Centric Customized Services

Yang Yang, Mulei Ma, Hequan Wu +51

Mobile communication standards were developed for enhancing transmission and network performance by using more radio resources and improving spectrum and energy efficiency. How to…

eess.SP2020★ 4 cited

Multi-agent Reinforcement Learning for Resource Allocation in IoT networks with Edge Computing

Xiaolan Liu, Jiadong Yu, Yue Gao

To support popular Internet of Things (IoT) applications such as virtual reality, mobile games and wearable devices, edge computing provides a front-end distributed computing arche…