Dongzhou Cheng

ProtoHAR: Prototype Guided Personalized Federated Learning for Human Activity Recognition

Dongzhou Cheng, Lei Zhang, Can Bu et al. · IEEE Journal of Biomedical and Health Informatics · 2023 · 71 citations

Artificial Intelligence, Sensor Data Distribution, Engineering +22

Learning hierarchical time series data augmentation invariances via contrastive supervision for human activity recognition

Dongzhou Cheng, Lei Zhang, Can Bu et al. · Knowledge-Based Systems · 2023 · 48 citations

Data Augmentation, Machine Vision, Machine Learning +13

An automatic network structure search via channel pruning for accelerating human activity inference on mobile devices

Junjie Liang, Lei Zhang, Can Bu et al. · Expert Systems with Applications · 2023 · 17 citations

Revisiting Large-Kernel CNN Design via Structural Re-Parameterization for Sensor-Based Human Activity Recognition

Minghui Yao, Lei Zhang, Dongzhou Cheng et al. · IEEE Sensors Journal · 2024 · 16 citations

Learn From Others and Be Yourself in Federated Human Activity Recognition via Attention-Based Pairwise Collaborations

Can Bu, Lei Zhang, Hengtao Cui et al. · IEEE Transactions on Instrumentation and Measurement · 2024 · 13 citations