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2020 – today
- 2024
[j7]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): 266-294 (2024)- [j6]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): 230-243 (2024) - [j5]Donglei Wu, Weihao Yang, Xiangyu Zou, Hao Feng, Dingwen Tao, Shiyi Li, Wen Xia, Binxing Fang:
BIRD+: Design of a Lightweight Communication Compressor for Resource-Constrained Distribution Learning Platforms. IEEE Trans. Parallel Distributed Syst. 35(11): 2193-2207 (2024) - 2023
- [j4]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): 49:1-49:24 (2023) - [j3]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): 923-937 (2023) - [c4]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: 605-613 - 2022
- [c3]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: 4254-4262 - 2021
- [j2]Donglei Wu, Minwei Guo:
Application of Data Mining in Traditional Benchmark Evaluation Model for Buildings Energy Consumption. Sci. Program. 2021: 8610050:1-8610050:13 (2021) - [c2]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: 533-541 - [c1]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: 542-550
2010 – 2019
- 2018
- [j1]Shuying Huang, Donglei Wu, Yong Yang, Haijun Zhu:
Image Dehazing Based on Robust Sparse Representation. IEEE Access 6: 53907-53917 (2018)
Coauthor Index
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