Jinke Ren

Importance-Aware Data Selection and Resource Allocation in Federated Edge Learning System

2020 · IEEE Transactions on Vehicular Technology

The implementation of artificial intelligence (AI) in wireless networks is becoming more and more popular because of the growing number of mobile devices and the availability of huge amount of data. However, directly transmitting data …

Knowledge Base Enabled Semantic Communication: A Generative Perspective

2024 · IEEE Wireless Communications

Semantic communication is widely touted as a key technology for propelling sixth-generation (6G) wireless networks. However, providing effective semantic representation is quite challenging in practice. To address this issue, this article takes a crack at …