48 citations · 110 across the 3 of their papers we have counts for
3 papers
cs.NI2024★ 25 cited
Towards Net-Zero Carbon Emissions in Network AI for 6G and Beyond
Peng Zhang, Yong Xiao, Yingyu Li +3
A global effort has been initiated to reduce the worldwide greenhouse gas (GHG) emissions, primarily carbon emissions, by half by 2030 and reach net-zero by 2050. The development o…
cs.LG2023★ 48 cited
Distributed Traffic Synthesis and Classification in Edge Networks: A Federated Self-supervised Learning Approach
Yong Xiao, Rong Xia, Yingyu Li +5
With the rising demand for wireless services and increased awareness of the need for data protection, existing network traffic analysis and management architectures are facing unpr…
cs.LG2023★ 37 cited
Time-sensitive Learning for Heterogeneous Federated Edge Intelligence
Yong Xiao, Xiaohan Zhang, Guangming Shi +3
Real-time machine learning has recently attracted significant interest due to its potential to support instantaneous learning, adaptation, and decision making in a wide range of ap…