Client selection in federated learning: Principles, challenges, and opportunities

L Fu, H Zhang, G Gao, M Zhang… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
As a privacy-preserving paradigm for training machine learning (ML) models, federated
learning (FL) has received tremendous attention from both industry and academia. In a …

Harvesting publication data to the institutional repository from Scopus, Web of Science, Dimensions and Unpaywall using a custom R script

Y Lappalainen, N Narayanan - The Journal of Academic Librarianship, 2023 - Elsevier
Institutional repositories are established tools for archiving and increasing the visibility and
availability of academic outputs. Although the potential benefits of institutional repositories …

DeepMix: mobility-aware, lightweight, and hybrid 3D object detection for headsets

Y Guan, X Hou, N Wu, B Han, T Han - Proceedings of the 20th Annual …, 2022 - dl.acm.org
Mobile headsets should be capable of understanding 3D physical environments to offer a
truly immersive experience for augmented/mixed reality (AR/MR). However, their small form …

Towards a federated learning framework for heterogeneous devices of internet of things

H Zhang, J Kim - arXiv preprint arXiv:2105.14675, 2021 - arxiv.org
Federated Learning (FL) has received a significant amount of attention in the industry and
research community due to its capability of keeping data on local devices. To aggregate the …

[PDF][PDF] Realtime 3D Object Detection for Headsets

Y Guan, X Hou, N Wu, B Han, T Han - arXiv preprint arXiv, 2022 - academia.edu
Mobile headsets should be capable of understanding 3D physical environments to offer a
truly immersive experience for augmented/mixed reality (AR/MR). However, their small form …

[HTML][HTML] Federated Learning Hyper-Parameter Tuning for Edge Computing

X Zhang, L Fu, H Zhang, X Liu - Edge Computing-Technology …, 2023 - intechopen.com
Edge computing is widely recognized as a crucial technology for the upcoming generation of
communication networks and has garnered significant interest from both industry and …

Transfer of Research through Academic Publishing and the Use of OA Resources: A Survey

HL Herrlich - Internet Reference Services Quarterly, 2021 - Taylor & Francis
The cycle of scholarly communication is perpetuated by those who create, evaluate,
disseminate, and consume research. This paper distinguishes that the stakeholders most …

[图书][B] Accelerating Vision Systems on Mobile Devices

H Zhang - 2020 - search.proquest.com
In the past few years, there has been an enormous growth in the use of mobile devices such
as smartphones, drones, and Internet-of-Things (IoT) sensors. With increasingly powerful …