Learning hierarchical time series data augmentation invariances via contrastive supervision for human activity recognition. - Dongzhou Cheng; Lei Zhang 130; Can Bu; Hao Wu 010; Aiguo Song (Knowl. Based Syst., 2023)

ProtoHAR: Prototype Guided Personalized Federated Learning for Human Activity Recognition. - Dongzhou Cheng; Lei Zhang 130; Can Bu; Xing Wang; Hao Wu 010; Aiguo Song (IEEE J. Biomed. Health Informatics, 2023)

A sparse diverse-branch large kernel convolutional neural network for human activity recognition using wearables. - Minghui Yao; Dongzhou Cheng; Lei Zhang 130; Liangdong Liu; Shuangteng Song; Hao Wu 010; Aiguo Song (Appl. Soft Comput., 2024)

Dynamic instance-aware layer-bit-select network on human activity recognition using wearable sensors. - Nanfu Ye; Lei Zhang 130; Dongzhou Cheng; Can Bu; Songming Sun; Hao Wu 010; Aiguo Song (Eng. Appl. Artif. Intell., 2024)

Learn From Others and Be Yourself in Federated Human Activity Recognition via Attention-Based Pairwise Collaborations. - Can Bu; Lei Zhang 130; Hengtao Cui; Dongzhou Cheng; Hao Wu 010; Aiguo Song (IEEE Trans. Instrum. Meas., 2024)

A General Multistage Deep Learning Framework for Sensor-Based Human Activity Recognition Under Bounded Computational Budget. - Xing Wang; Lei Zhang 130; Dongzhou Cheng; Yin Tang; Shuoyuan Wang; Hao Wu 010; Aiguo Song (IEEE Trans. Instrum. Meas., 2024)

An automatic network structure search via channel pruning for accelerating human activity inference on mobile devices. - Junjie Liang; Lei Zhang 130; Can Bu; Dongzhou Cheng; Hao Wu 010; Aiguo Song (Expert Syst. Appl., 2024)

MaskCAE: Masked Convolutional AutoEncoder via Sensor Data Reconstruction for Self-Supervised Human Activity Recognition. - Dongzhou Cheng; Lei Zhang 130; Lutong Qin; Shuoyuan Wang; Hao Wu 010; Aiguo Song (IEEE J. Biomed. Health Informatics, 2024)

Towards Better Accuracy-Efficiency Trade-Offs: Dynamic Activity Inference via Collaborative Learning From Various Width-Resolution Configurations. - Lutong Qin; Lei Zhang 130; Chengrun Li; Chaoda Song; Dongzhou Cheng; Shuoyuan Wang; Hao Wu 010; Aiguo Song (IEEE Trans. Artif. Intell., 2024)

Ensemble early exit network on human activity recognition using wearable sensors. - Jianglai Yu; Lei Zhang 130; Dongzhou Cheng; Can Bu; Liangdong Liu; Hao Wu 010; Aiguo Song (Comput. Networks, 2025)

Long kernel distillation in human activity recognition. - Minghui Yao; Dongzhou Cheng; Lei Zhang 130; Li Wang; Hao Wu 010; Aiguo Song (Knowl. Based Syst., 2025)

WaveHAR: Learning Wavelet Representation for Wearable Human Activity Recognition. - Minghui Yao; Lei Zhang 130; Dongzhou Cheng; Hao Wu 010; Aiguo Song (IEEE Trans. Instrum. Meas., 2025)

Deconfounding Causal Inference through Two-branch Framework with Early-forking for Sensor-based Cross-domain Activity Recognition. - Di Xiong; Lei Zhang 130; Shuoyuan Wang; Dongzhou Cheng; Wenbo Huang 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2025)

Learning Sensor Sample-Reweighting for Dynamic Early-Exit Activity Recognition Via Meta Learning. - Zenan Fu; Lei Zhang 130; Wenbo Huang 001; Dongzhou Cheng; Hao Wu 010; Aiguo Song (IEEE J. Biomed. Health Informatics, 2025)