Donglei Wu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 10

Top Topics

Unified Framework

Random Sampling

Sparse Representation

Top Venues

Comput. Informatics

ACM Trans. Archit. Code Optim.

Publications

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)
Shuying Huang, Mingyang Ren, Donglei Wu, Yong Yang, Weiguo Wan, Yingzhi Wei
HRN: Haze-Relevant Network Using Multi-Object Constraints for Single Image Dehazing. Comput. Informatics 43 (2) (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)