Wei Yang Bryan Lim
4 papers in the PaperMetrix corpus
Papers by this author
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Federated Learning in Mobile Edge Networks: A Comprehensive Survey
2019 · arXiv (Cornell University)
In recent years, mobile devices are equipped with increasingly advanced sensing and computing capabilities. Coupled with advancements in Deep Learning (DL), this opens up countless possibilities for meaningful applications. Traditional cloudbased Machine Learning (ML) approaches …
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Dynamic Contract Design for Federated Learning in Smart Healthcare Applications
2020 · IEEE Internet of Things Journal
Currently, the data collected by the Internet of Healthcare Things, i.e., healthcare oriented Internet of Things (IoT), still rely on cloud-based centralized data aggregation and processing. To reduce the need for transmission of data to …
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Reputation-aware Hedonic Coalition Formation for Efficient Serverless Hierarchical Federated Learning
2021 · IEEE Transactions on Parallel and Distributed Systems
Amid growing concerns on data privacy, Federated Learning (FL) has emerged as a promising privacy preserving distributed machine learning paradigm. Given that the FL network is expected to be implemented at scale, several studies have …
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Blockchain for Decentralized Know Your Customer (KYC) and Customer Due Diligence (CDD) Pipelines in the Metaverse
2023
Transactions conducted in the Metaverse must be validated in an interoperable and decentralized manner in order to prevent money laundering risks. Some processes to ensure that transactions are legal include the Know Your Customer (KYC) …