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08/15/2023
FedCache: A Knowledge Cache-driven Federated Learning Architecture for Personalized Edge Intelligence
Edge Intelligence (EI) allows Artificial Intelligence (AI) applications ...
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07/14/2023
FedBIAD: Communication-Efficient and Accuracy-Guaranteed Federated Learning with Bayesian Inference-Based Adaptive Dropout
Federated Learning (FL) emerges as a distributed machine learning paradi...
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04/12/2023
FedTrip: A Resource-Efficient Federated Learning Method with Triplet Regularization
In the federated learning scenario, geographically distributed clients c...
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03/07/2023
Resource-aware Probability-based Collaborative Odor Source Localization Using Multiple UAVs
Benefitting from UAVs' characteristics of flexible deployment and contro...
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02/17/2023
Online Spatio-Temporal Correlation-Based Federated Learning for Traffic Flow Forecasting
Traffic flow forecasting (TFF) is of great importance to the constructio...
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01/14/2023
Survey of Knowledge Distillation in Federated Edge Learning
The increasing demand for intelligent services and privacy protection of...
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01/01/2023
FedICT: Federated Multi-task Distillation for Multi-access Edge Computing
The growing interest in intelligent services and privacy protection for ...
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11/07/2022
Towards 5G Zero Trusted Air Interface Architecture
5G is destined to be supporting large deployment of Industrial IoT (IIoT...
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10/18/2022
Electromagnetic Effective-Degree-of-Freedom Limit of a MIMO System in 2-D Inhomogeneous Environment
Compared with a single-input-single-output (SISO) wireless communication...
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08/25/2022
Towards Federated Learning against Noisy Labels via Local Self-Regularization
Federated learning (FL) aims to learn joint knowledge from a large scale...
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04/14/2022
Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation
Federated learning (FL) is a distributed machine learning paradigm in wh...
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10/14/2021
zk-Fabric, a Polylithic Syntax Zero Knowledge Joint Proof System
In this paper, we create a single-use and full syntax zero-knowledge pro...
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03/30/2020