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08/15/2023
PoFEL: Energy-efficient Consensus for Blockchain-based Hierarchical Federated Learning
Facilitated by mobile edge computing, client-edge-cloud hierarchical fed...
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08/02/2023
Straggler Mitigation and Latency Optimization in Blockchain-based Hierarchical Federated Learning
Cloud-edge-device hierarchical federated learning (HFL) has been recentl...
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03/19/2023
FVQA 2.0: Introducing Adversarial Samples into Fact-based Visual Question Answering
The widely used Fact-based Visual Question Answering (FVQA) dataset cont...
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08/10/2022
Blockchain-based Edge Resource Sharing for Metaverse
Although Metaverse has recently been widely studied, its practical appli...
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06/05/2022
Resource Optimization for Blockchain-based Federated Learning in Mobile Edge Computing
With the development of mobile edge computing (MEC) and blockchain-based...
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04/02/2022
Transformer-Empowered Content-Aware Collaborative Filtering
Knowledge graph (KG) based Collaborative Filtering is an effective appro...
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02/18/2022
Incentive Mechanism Design for Joint Resource Allocation in Blockchain-based Federated Learning
Blockchain-based federated learning (BCFL) has recently gained tremendou...
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02/13/2022
Defense Strategies Toward Model Poisoning Attacks in Federated Learning: A Survey
Advances in distributed machine learning can empower future communicatio...
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10/16/2021
Blockchain and Federated Edge Learning for Privacy-Preserving Mobile Crowdsensing
Mobile crowdsensing (MCS) counting on the mobility of massive workers he...
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10/05/2021
Blockchain-based Federated Learning: A Comprehensive Survey
With the technological advances in machine learning, effective ways are ...
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09/26/2021
Extracting and Inferring Personal Attributes from Dialogue
Personal attributes represent structured information about a person, suc...
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10/23/2020
Identifying Similar Movie Characters Quickly but Effectively Using Non-exhaustive Pair-wise Attention
Identifying similar movie characters is a captivating task that can be o...
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03/17/2020
Author2Vec: A Framework for Generating User Embedding
Online forums and social media platforms provide noisy but valuable data...
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12/06/2019
NASNet: A Neuron Attention Stage-by-Stage Net for Single Image Deraining
Images captured under complicated rain conditions often suffer from noti...
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11/18/2019
