Di Wu

About

Work

University of St Andrews

United Kingdom of Great Britain and Northern Ireland

Education

University of St Andrews
United Kingdom of Great Britain and Northern Ireland
University of Southampton
United Kingdom of Great Britain and Northern Ireland

MSc on Data Science

Northeast Forestry University
China

Bachelor

Publications

FLMarket: Enabling Privacy-preserved Pre-training Data Pricing for Federated Learning

Summary

conference-paper

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

Published by

IEEE Network

Summary

journal-article

DEEPCON: Improving Distributed Deep Learning Model Consistency in Edge-Cloud Environments via Distillation

Published by

IEEE Transactions on Cognitive Communications and Networking

Summary

journal-article

EcoFed

Published by

IEEE Transactions on Parallel and Distributed Systems

Summary

journal-article

EcoFed: Efficient Communication for DNN Partitioning-Based Federated Learning

Published by

IEEE Transactions on Parallel and Distributed Systems

Summary

journal-article

FedComm

Published by

15th IEEE/ACM International Conference on Utility and Cloud Computing, Vancouver, United States, 6/12/22

Summary

conference-paper

FedComm: Understanding Communication Protocols for Edge-based Federated Learning

Published by

2022 IEEE/ACM 15th International Conference on Utility and Cloud Computing (UCC)

Summary

conference-paper

FedAdapt

Published by

IEEE Internet of Things Journal

Summary

journal-article

FedAdapt: Adaptive Offloading for IoT Devices in Federated Learning

Published by

IEEE Internet of Things Journal

Summary

journal-article

FedFly

Published by

IEEE Communications Magazine

Summary

journal-article

FedFly: Toward Migration in Edge-Based Distributed Federated Learning

Published by

IEEE Communications Magazine

Summary

journal-article

Easyquant: Post-training quantization via scale optimization

Summary

preprint