Concepedia

Di Wu

DW

5

Publications

179

Citations

5

H-Index

2022

Active since

Affiliations

University of St Andrews(Current)

Cardiff Metropolitan University

Queen's University Belfast

Rakuten (Japan)

Di Wu is an author at University of St Andrews specializing in distributed learning, decentralized machine learning, and network flows.

Top concepts

EngineeringData PrivacyData ScienceNetwork FlowsComputer ScienceMachine LearningComputing SystemsFederated LearningInternet Of ThingsComputer Engineering

Publications per year

2022–2025

5

Publications

5

FedAdapt: Adaptive Offloading for IoT Devices in Federated Learning

Di Wu, Rehmat Ullah, Paul Harvey et al. · IEEE Internet of Things Journal · 2022 · 126 citations

Network Flows, Decentralized Machine Learning, Machine Learning +14

Edge-Cloud Collaborative Streaming Video Analytics With Multi-Agent Deep Reinforcement Learning

Bin Qian, Yubo Xuan, Di Wu et al. · IEEE Network · 2024 · 21 citations

EcoFed: Efficient Communication for DNN Partitioning-Based Federated Learning

Di Wu, Rehmat Ullah, Philip Rodgers et al. · IEEE Transactions on Parallel and Distributed Systems · 2024 · 12 citations · Full text

FedComm: Understanding Communication Protocols for Edge-based Federated Learning

Gary Cleland, Di Wu, Rehmat Ullah et al. · 2022 · 10 citations

RoboMIND: Benchmark on Multi-embodiment Intelligence Normative Data for Robot Manipulation

Kun Wu, Chengkai Hou, Jiaming Liu et al. · 2025 · 10 citations · Full text

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