Donglei Wu

Design of a Quantization-Based DNN Delta Compression Framework for Model Snapshots and Federated Learning

Haoyu Jin, Donglei Wu, Shuyu Zhang et al. · IEEE Transactions on Parallel and Distributed Systems · 2023 · 34 citations

Computing, Computer Engineering, Computer Science +17

SmartIdx: Reducing Communication Cost in Federated Learning by Exploiting the CNNs Structures

Donglei Wu, Xiangyu Zou, Shuyu Zhang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 20 citations · Full text

Computing, Computer Science, Artificial Intelligence +14

FedComp: A Federated Learning Compression Framework for Resource-Constrained Edge Computing Devices

Donglei Wu, Weihao Yang, Haoyu Jin et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2023 · 15 citations

Computing, Computer Engineering, Computer Science +17

Image Dehazing Based on Robust Sparse Representation

Shuying Huang, Donglei Wu, Yong Yang et al. · IEEE Access · 2018 · 12 citations · Full text

Arts, Vision Science, Atmospheric Science +14

Smart-DNN+: A Memory-efficient Neural Networks Compression Framework for the Model Inference

Donglei Wu, Weihao Yang, Xiangyu Zou et al. · ACM Transactions on Architecture and Code Optimization · 2023 · 11 citations · Full text

Computing, Computer Engineering, Computer Science +17