Image Dehazing Based on Robust Sparse Representation. - Shuying Huang; Donglei Wu; Yong Yang 001; Haijun Zhu (IEEE Access, 2018)

Smart-DNN: Efficiently Reducing the Memory Requirements of Running Deep Neural Networks on Resource-constrained Platforms. - Zhenbo Hu; Xiangyu Zou; Wen Xia; Yuhong Zhao; Weizhe Zhang; Donglei Wu (ICCD, 2021)

QD-Compressor: a Quantization-based Delta Compression Framework for Deep Neural Networks. - Shuyu Zhang; Donglei Wu; Haoyu Jin; Xiangyu Zou; Wen Xia; Xiaojia Huang (ICCD, 2021)

Application of Data Mining in Traditional Benchmark Evaluation Model for Buildings Energy Consumption. - Donglei Wu; Minwei Guo (Sci. Program., 2021)

SmartIdx: Reducing Communication Cost in Federated Learning by Exploiting the CNNs Structures. - Donglei Wu; Xiangyu Zou; Shuyu Zhang; Haoyu Jin; Wen Xia; Binxing Fang (AAAI, 2022)

BIRD: A Lightweight and Adaptive Compressor for Communication-Efficient Distributed Learning Using Tensor-wise Bi-Random Sampling. - Donglei Wu; Weihao Yang; Cai Deng; Xiangyu Zou; Shiyi Li; Wen Xia (ICCD, 2023)

Design of a Quantization-Based DNN Delta Compression Framework for Model Snapshots and Federated Learning. - Haoyu Jin; Donglei Wu; Shuyu Zhang; Xiangyu Zou; Sian Jin; Dingwen Tao; Qing Liao 001; Wen Xia (IEEE Trans. Parallel Distributed Syst., 2023)

Smart-DNN+: A Memory-efficient Neural Networks Compression Framework for the Model Inference. - Donglei Wu; Weihao Yang; Xiangyu Zou; Wen Xia; Shiyi Li; Zhenbo Hu; Weizhe Zhang; Binxing Fang (ACM Trans. Archit. Code Optim., 2023)

HRN: Haze-Relevant Network Using Multi-Object Constraints for Single Image Dehazing. - Shuying Huang; Mingyang Ren; Donglei Wu; Yong Yang 001; Weiguo Wan; Yingzhi Wei (Comput. Informatics, 2024)

FedComp: A Federated Learning Compression Framework for Resource-Constrained Edge Computing Devices. - Donglei Wu; Weihao Yang; Haoyu Jin; Xiangyu Zou; Wen Xia; Binxing Fang (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

BIRD+: Design of a Lightweight Communication Compressor for Resource-Constrained Distribution Learning Platforms. - Donglei Wu; Weihao Yang; Xiangyu Zou; Hao Feng; Dingwen Tao; Shiyi Li; Wen Xia; Binxing Fang (IEEE Trans. Parallel Distributed Syst., 2024)