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Journal Articles
- 2024
[j7]Nanfu Ye
, Lei Zhang, Dongzhou Cheng, Can Bu, Songming Sun, Hao Wu, Aiguo Song:
Dynamic instance-aware layer-bit-select network on human activity recognition using wearable sensors. Eng. Appl. Artif. Intell. 137: 109260 (2024)- [j6]Junjie Liang, Lei Zhang, Can Bu, Dongzhou Cheng, Hao Wu, Aiguo Song:
An automatic network structure search via channel pruning for accelerating human activity inference on mobile devices. Expert Syst. Appl. 238(Part E): 122180 (2024) - [j5]Can Bu, Lei Zhang, Hengtao Cui, Dongzhou Cheng, Hao Wu, Aiguo Song:
Learn From Others and Be Yourself in Federated Human Activity Recognition via Attention-Based Pairwise Collaborations. IEEE Trans. Instrum. Meas. 73: 1-15 (2024) - [j4]Xing Wang, Lei Zhang, Dongzhou Cheng, Yin Tang, Shuoyuan Wang, Hao Wu, Aiguo Song:
A General Multistage Deep Learning Framework for Sensor-Based Human Activity Recognition Under Bounded Computational Budget. IEEE Trans. Instrum. Meas. 73: 1-15 (2024) - [j3]Dongzhou Cheng, Lei Zhang, Lutong Qin, Shuoyuan Wang, Hao Wu, Aiguo Song:
MaskCAE: Masked Convolutional AutoEncoder via Sensor Data Reconstruction for Self-Supervised Human Activity Recognition. IEEE J. Biomed. Health Informatics 28(5): 2687-2698 (2024) - 2023
- [j2]Dongzhou Cheng, Lei Zhang, Can Bu, Hao Wu, Aiguo Song:
Learning hierarchical time series data augmentation invariances via contrastive supervision for human activity recognition. Knowl. Based Syst. 276: 110789 (2023) - [j1]Dongzhou Cheng, Lei Zhang, Can Bu, Xing Wang, Hao Wu, Aiguo Song:
ProtoHAR: Prototype Guided Personalized Federated Learning for Human Activity Recognition. IEEE J. Biomed. Health Informatics 27(8): 3900-3911 (2023)
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