21 citations · 71 across the 37 of their papers we have counts for
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cs.DC2020★ 1 cited
Branchy-GNN: a Device-Edge Co-Inference Framework for Efficient Point Cloud Processing
Jiawei Shao, Haowei Zhang, Yuyi Mao +1
The recent advancements of three-dimensional (3D) data acquisition devices have spurred a new breed of applications that rely on point cloud data processing. However, processing a…
cs.LG2020★ 6 cited
Communication-Computation Trade-Off in Resource-Constrained Edge Inference
Jiawei Shao, Jun Zhang
The recent breakthrough in artificial intelligence (AI), especially deep neural networks (DNNs), has affected every branch of science and technology. Particularly, edge AI has been…