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09/12/2023
Chained-DP: Can We Recycle Privacy Budget?
Privacy-preserving vector mean estimation is a crucial primitive in fede...
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07/19/2023
A3D: Adaptive, Accurate, and Autonomous Navigation for Edge-Assisted Drones
Accurate navigation is of paramount importance to ensure flight safety a...
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07/04/2023
Serving Graph Neural Networks With Distributed Fog Servers For Smart IoT Services
Graph Neural Networks (GNNs) have gained growing interest in miscellaneo...
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01/20/2023
Real-Time High-Resolution Pedestrian Detection in Crowded Scenes via Parallel Edge Offloading
To identify dense and small-size pedestrians in surveillance systems, hi...
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10/31/2022
GNN at the Edge: Cost-Efficient Graph Neural Network Processing over Distributed Edge Servers
Edge intelligence has arisen as a promising computing paradigm for suppo...
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12/25/2021
Edge Robotics: Edge-Computing-Accelerated Multi-Robot Simultaneous Localization and Mapping
With the wide penetration of smart robots in multifarious fields, Simult...
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12/06/2020
CoEdge: Cooperative DNN Inference with Adaptive Workload Partitioning over Heterogeneous Edge Devices
Recent advances in artificial intelligence have driven increasing intell...
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07/15/2020
Joint Multi-User DNN Partitioning and Computational Resource Allocation for Collaborative Edge Intelligence
Mobile Edge Computing (MEC) has emerged as a promising supporting archit...
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04/09/2020
Knowledge Distillation for Mobile Edge Computation Offloading
Edge computation offloading allows mobile end devices to put execution o...
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10/04/2019
Edge AI: On-Demand Accelerating Deep Neural Network Inference via Edge Computing
As a key technology of enabling Artificial Intelligence (AI) application...
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05/24/2019