| FedAdapt: Adaptive Offloading for IoT Devices in Federated Learning D Wu, R Ullah, P Harvey, P Kilpatrick, I Spence, B Varghese IEEE Internet of Things Journal 9 (21), 20889-20901, 2022 | 70 | 2022 |
| Easyquant: Post-training quantization via scale optimization D Wu, Q Tang, Y Zhao, M Zhang, Y Fu, D Zhang arXiv preprint arXiv:2006.16669, 2020 | 68 | 2020 |
| FedFly: Toward migration in edge-based distributed federated learning R Ullah, D Wu, P Harvey, P Kilpatrick, I Spence, B Varghese IEEE Communications Magazine 60 (11), 42-48, 2022 | 10 | 2022 |
| FedComm: Understanding communication protocols for edge-based federated learning G Cleland, D Wu, R Ullah, B Varghese 2022 IEEE/ACM 15th International Conference on Utility and Cloud Computing …, 2022 | 6 | 2022 |
| Adaptive offloading of federated learning ISBV Di Wu, Rhemat Ullah, Paul Harvey, Peter Kilpatrick US Patent US 20230016827 A1, 2023 | 2* | 2023 |
| Edge-Cloud Collaborative Streaming Video Analytics with Multi-agent Deep Reinforcement Learning B Qian, Y Xuan, D Wu, Z Wen, R Yang, S He, J Chen, R Ranjan IEEE Network, 2024 | | 2024 |
| EcoFed: Efficient Communication for DNN Partitioning-Based Federated Learning D Wu, R Ullah, P Rodgers, P Kilpatrick, I Spence, B Varghese IEEE Transactions on Parallel and Distributed Systems, 2024 | | 2024 |
| Cooperative training migration BV Rehmat ULLAH, Di Wu, Paul Harvey, Peter Kilpatrick, Ivor SPENCE WO Patent WO 2023/069130 A1, 2023 | | 2023 |
Blesson VargheseReader in Computer Science, University of St Andrews, UKVerified email at st-andrews.ac.uk
