Di Wu

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

conference-paper

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

IEEE Network

journal-article

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

IEEE Transactions on Cognitive Communications and Networking

journal-article

EcoFed

IEEE Transactions on Parallel and Distributed Systems

journal-article

EcoFed: Efficient Communication for DNN Partitioning-Based Federated Learning

IEEE Transactions on Parallel and Distributed Systems

journal-article

FedComm

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

conference-paper

FedComm: Understanding Communication Protocols for Edge-based Federated Learning

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

conference-paper

FedAdapt

IEEE Internet of Things Journal

journal-article

FedAdapt: Adaptive Offloading for IoT Devices in Federated Learning

IEEE Internet of Things Journal

journal-article

FedFly

IEEE Communications Magazine

journal-article

FedFly: Toward Migration in Edge-Based Distributed Federated Learning

IEEE Communications Magazine

journal-article

Easyquant: Post-training quantization via scale optimization

preprint