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Dongzhou Cheng
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Learning hierarchical time series data augmentation invariances via contrastive supervision for human activity recognition
D Cheng, L Zhang, C Bu, H Wu, A Song
Knowledge-Based Systems 276, 110789, 2023
162023
ProtoHAR: prototype guided personalized federated learning for human activity recognition
D Cheng, L Zhang, C Bu, X Wang, H Wu, A Song
IEEE Journal of Biomedical and Health Informatics, 2023
152023
An automatic network structure search via channel pruning for accelerating human activity inference on mobile devices
J Liang, L Zhang, C Bu, D Cheng, H Wu, A Song
Expert Systems with Applications 238, 122180, 2024
22024
Revisiting Large-Kernel CNN Design via Structural Re-Parameterization for Sensor-Based Human Activity Recognition
M Yao, L Zhang, D Cheng, L Qin, X Liu, Z Fu, H Wu, A Song
IEEE Sensors Journal, 2024
2024
MaskCAE: Masked Convolutional AutoEncoder via Sensor Data Reconstruction for Self-Supervised Human Activity Recognition
D Cheng, L Zhang, L Qin, S Wang, H Wu, A Song
IEEE Journal of Biomedical and Health Informatics, 2024
2024
Robust Human Activity Recognition via Wearable Sensors Using Dynamic Gaussian Kernel Learning
S Wang, Y Sun, Y Sha, G Yang, D Cheng, L Zhang, H Wu, A Song
IEEE Sensors Journal, 2024
2024
Learn from Others and Be Yourself in Federated Human Activity Recognition via Attention-based Pairwise Collaborations
C Bu, L Zhang, H Cui, D Cheng, H Wu, A Song
IEEE Transactions on Instrumentation and Measurement, 2024
2024
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