210 citations · 1.1k across the 95 of their papers we have counts for
4 papers · 2 filters
A Graph Neural Network Approach for Scalable Wireless Power Control
Yifei Shen, Yuanming Shi, Jun Zhang +1
Deep neural networks have recently emerged as a disruptive technology to solve NP-hard wireless resource allocation problems in a real-time manner. However, the adopted neural netw…
Energy-Efficient Processing and Robust Wireless Cooperative Transmission for Edge Inference
Kai Yang, Yuanming Shi, Wei Yu +1
Edge machine learning can deliver low-latency and private artificial intelligent (AI) services for mobile devices by leveraging computation and storage resources at the network edg…
Over-the-Air Computation via Intelligent Reflecting Surfaces
Tao Jiang, Yuanming Shi
Over-the-air computation (AirComp) becomes a promising approach for fast wireless data aggregation via exploiting the superposition property in a multiple access channel. To furthe…
Large-Scale Beamforming for Massive MIMO via Randomized Sketching
Hayoung Choi, Tao Jiang, Yuanming Shi +2
Massive MIMO system yields significant improvements in spectral and energy efficiency for future wireless communication systems. The regularized zero-forcing (RZF) beamforming is a…