Dongzhou Cheng

According to our database, Dongzhou Cheng authored at least 14 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Learning Sensor Sample-Reweighting for Dynamic Early-Exit Activity Recognition Via Meta Learning.

Zenan Fu, Lei Zhang, Wenbo Huang, Dongzhou Cheng, Hao Wu, Aiguo Song

IEEE J. Biomed. Health Informatics, June, 2025

Deconfounding Causal Inference through Two-branch Framework with Early-forking for Sensor-based Cross-domain Activity Recognition.

Di Xiong, Lei Zhang, Shuoyuan Wang, Dongzhou Cheng, Wenbo Huang

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., June, 2025

WaveHAR: Learning Wavelet Representation for Wearable Human Activity Recognition.

Minghui Yao, Lei Zhang, Dongzhou Cheng, Hao Wu, Aiguo Song

IEEE Trans. Instrum. Meas., 2025

Long kernel distillation in human activity recognition.

Minghui Yao, Dongzhou Cheng, Lei Zhang, Li Wang, Hao Wu, Aiguo Song

Knowl. Based Syst., 2025

Ensemble early exit network on human activity recognition using wearable sensors.

Jianglai Yu, Lei Zhang, Dongzhou Cheng, Can Bu, Liangdong Liu, Hao Wu, Aiguo Song

Comput. Networks, 2025

2024

Towards Better Accuracy-Efficiency Trade-Offs: Dynamic Activity Inference via Collaborative Learning From Various Width-Resolution Configurations.

Lutong Qin, Lei Zhang, Chengrun Li, Chaoda Song, Dongzhou Cheng, Shuoyuan Wang, Hao Wu, Aiguo Song

IEEE Trans. Artif. Intell., December, 2024

MaskCAE: Masked Convolutional AutoEncoder via Sensor Data Reconstruction for Self-Supervised Human Activity Recognition.

Dongzhou Cheng, Lei Zhang, Lutong Qin, Shuoyuan Wang, Hao Wu, Aiguo Song

IEEE J. Biomed. Health Informatics, May, 2024

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

Junjie Liang, Lei Zhang, Can Bu, Dongzhou Cheng, Hao Wu, Aiguo Song

Expert Syst. Appl., March, 2024

A General Multistage Deep Learning Framework for Sensor-Based Human Activity Recognition Under Bounded Computational Budget.

Xing Wang, Lei Zhang, Dongzhou Cheng, Yin Tang, Shuoyuan Wang, Hao Wu, Aiguo Song

IEEE Trans. Instrum. Meas., 2024

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

Can Bu, Lei Zhang, Hengtao Cui, Dongzhou Cheng, Hao Wu, Aiguo Song

IEEE Trans. Instrum. Meas., 2024

Dynamic instance-aware layer-bit-select network on human activity recognition using wearable sensors.

Nanfu Ye, Lei Zhang, Dongzhou Cheng, Can Bu, Songming Sun, Hao Wu, Aiguo Song

Eng. Appl. Artif. Intell., 2024

A sparse diverse-branch large kernel convolutional neural network for human activity recognition using wearables.

Minghui Yao, Dongzhou Cheng, Lei Zhang, Liangdong Liu, Shuangteng Song, Hao Wu, Aiguo Song

Appl. Soft Comput., 2024

2023

ProtoHAR: Prototype Guided Personalized Federated Learning for Human Activity Recognition.

Dongzhou Cheng, Lei Zhang, Can Bu, Xing Wang, Hao Wu, Aiguo Song

IEEE J. Biomed. Health Informatics, August, 2023

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

Dongzhou Cheng, Lei Zhang, Can Bu, Hao Wu, Aiguo Song

Knowl. Based Syst., 2023