most citedToward Ambient Intelligence: Federated Edge Learning with Task-Oriented Sensing, Computation, and Communication Integration

96 citations · 121 across the 5 of their papers we have counts for

collaborators

5 papers

cs.CV2023

Geometric Pooling: maintaining more useful information

Hao Xu, Jia Liu, Yang Shen +6

Graph Pooling technology plays an important role in graph node classification tasks. Sorting pooling technologies maintain large-value units for pooling graphs of varying sizes. Ho…

cs.CV2023

Enhancing Point Annotations with Superpixel and Confidence Learning Guided for Improving Semi-Supervised OCT Fluid Segmentation

Tengjin Weng, Yang Shen, Kai Jin +5

Automatic segmentation of fluid in Optical Coherence Tomography (OCT) images is beneficial for ophthalmologists to make an accurate diagnosis. Although semi-supervised OCT fluid se…

physics.atom-ph2022★ 25 cited

Accelerating the assembly of defect-free atomic arrays with maximum parallelisms

Shuai Wang, Wenjun Zhang, Tao Zhang +4

Defect-free atomic arrays have been demonstrated as a scalable and fully-controllable platform for quantum simulations and quantum computations. To push the qubit size limit of thi…

cs.IT2022★ 96 cited

Toward Ambient Intelligence: Federated Edge Learning with Task-Oriented Sensing, Computation, and Communication Integration

Peixi Liu, Guangxu Zhu, Shuai Wang +4

In this paper, we address the problem of joint sensing, computation, and communication (SC) resource allocation for federated edge learning (FEEL) via a concrete case study o…

cs.IT2022

Low-complexity Beam Selection algorithms based on SVD for MmWave Massive MIMO Systems

Jinxing Yang, Jihong Yu, Shuai Wang +1

To realize mmWave massive MIMO systems in practice, Beamspace MIMO with beam selection provides an attractive solution at a considerably reduced number of radio frequency (RF) chai…