Donglei Wu
Orcid: 0000-0003-3139-3217
According to our database1,
Donglei Wu
authored at least 9 papers
between 2018 and 2024.
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Bibliography
2024
FedComp: A Federated Learning Compression Framework for Resource-Constrained Edge Computing Devices.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., January, 2024
2023
Smart-DNN+: A Memory-efficient Neural Networks Compression Framework for the Model Inference.
ACM Trans. Archit. Code Optim., December, 2023
Design of a Quantization-Based DNN Delta Compression Framework for Model Snapshots and Federated Learning.
IEEE Trans. Parallel Distributed Syst., March, 2023
BIRD: A Lightweight and Adaptive Compressor for Communication-Efficient Distributed Learning Using Tensor-wise Bi-Random Sampling.
Proceedings of the 41st IEEE International Conference on Computer Design, 2023
2022
SmartIdx: Reducing Communication Cost in Federated Learning by Exploiting the CNNs Structures.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Application of Data Mining in Traditional Benchmark Evaluation Model for Buildings Energy Consumption.
Sci. Program., 2021
QD-Compressor: a Quantization-based Delta Compression Framework for Deep Neural Networks.
Proceedings of the 39th IEEE International Conference on Computer Design, 2021
Smart-DNN: Efficiently Reducing the Memory Requirements of Running Deep Neural Networks on Resource-constrained Platforms.
Proceedings of the 39th IEEE International Conference on Computer Design, 2021
2018