125 citations · 405 across the 21 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
cs.IT2018★ 55 cited
Towards an Intelligent Edge: Wireless Communication Meets Machine Learning
Guangxu Zhu, Dongzhu Liu, Yuqing Du +3
The recent revival of artificial intelligence (AI) is revolutionizing almost every branch of science and technology. Given the ubiquitous smart mobile gadgets and Internet of Thing…
cs.IT2018★ 5 cited
Fast Analog Transmission for High-Mobility Wireless Data Acquisition in Edge Learning
Yuqing Du, Kaibin Huang
By implementing machine learning at the network edge, edge learning trains models by leveraging rich data distributed at edge devices (e.g., smartphones and sensors) and in return…
cs.IT2018★ 12 cited
Automatic Recognition of Space-Time Constellations by Learning on the Grassmann Manifold (Extended Version)
Yuqing Du, Guangxu Zhu, Jiayao Zhang +1
Recent breakthroughs in machine learning especially artificial intelligence shift the paradigm of wireless communication towards intelligence radios. One of their core operations i…