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Donglei Wu
ORCID
Publication Activity (10 Years)
Years Active: 2018-2024
Publications (10 Years): 9
Top Topics
Random Sampling
Application Of Data Mining
Lightweight
Sparse Representation
Top Venues
ICCD
Sci. Program.
AAAI
ACM Trans. Archit. Code Optim.
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Publications
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Donglei Wu
,
Weihao Yang
,
Haoyu Jin
,
Xiangyu Zou
,
Wen Xia
,
Binxing Fang
FedComp: A Federated Learning Compression Framework for Resource-Constrained Edge Computing Devices.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
43 (1) (2024)
Donglei Wu
,
Weihao Yang
,
Cai Deng
,
Xiangyu Zou
,
Shiyi Li
,
Wen Xia
BIRD: A Lightweight and Adaptive Compressor for Communication-Efficient Distributed Learning Using Tensor-wise Bi-Random Sampling.
ICCD
(2023)
Donglei Wu
,
Weihao Yang
,
Xiangyu Zou
,
Wen Xia
,
Shiyi Li
,
Zhenbo Hu
,
Weizhe Zhang
,
Binxing Fang
Smart-DNN+: A Memory-efficient Neural Networks Compression Framework for the Model Inference.
ACM Trans. Archit. Code Optim.
20 (4) (2023)
Haoyu Jin
,
Donglei Wu
,
Shuyu Zhang
,
Xiangyu Zou
,
Sian Jin
,
Dingwen Tao
,
Qing Liao
,
Wen Xia
Design of a Quantization-Based DNN Delta Compression Framework for Model Snapshots and Federated Learning.
IEEE Trans. Parallel Distributed Syst.
34 (3) (2023)
Donglei Wu
,
Xiangyu Zou
,
Shuyu Zhang
,
Haoyu Jin
,
Wen Xia
,
Binxing Fang
SmartIdx: Reducing Communication Cost in Federated Learning by Exploiting the CNNs Structures.
AAAI
(2022)
Shuyu Zhang
,
Donglei Wu
,
Haoyu Jin
,
Xiangyu Zou
,
Wen Xia
,
Xiaojia Huang
QD-Compressor: a Quantization-based Delta Compression Framework for Deep Neural Networks.
ICCD
(2021)
Zhenbo Hu
,
Xiangyu Zou
,
Wen Xia
,
Yuhong Zhao
,
Weizhe Zhang
,
Donglei Wu
Smart-DNN: Efficiently Reducing the Memory Requirements of Running Deep Neural Networks on Resource-constrained Platforms.
ICCD
(2021)
Donglei Wu
,
Minwei Guo
Application of Data Mining in Traditional Benchmark Evaluation Model for Buildings Energy Consumption.
Sci. Program.
2021 (2021)
Shuying Huang
,
Donglei Wu
,
Yong Yang
,
Haijun Zhu
Image Dehazing Based on Robust Sparse Representation.
IEEE Access
6 (2018)