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)

FreqSense: Adaptive Sampling Rates for Sensor-Based Human Activity Recognition Under Tunable Computational Budgets. - Guangyu Yang; Lei Zhang 130; Can Bu; Shuaishuai Wang; Hao Wu 010; Aiguo Song (IEEE J. Biomed. Health Informatics, 2023)

Plug-and-play multi-dimensional attention module for accurate Human Activity Recognition. - Junjie Liang; Lei Zhang 130; Can Bu; Guangyu Yang; Hao Wu 010; Aiguo Song (Comput. Networks, 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)

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)

Dynamic Inference via Localizing Semantic Intervals in Sensor Data for Budget-Tunable Activity Recognition. - Can Bu; Lei Zhang 130; Hengtao Cui; Guangyu Yang; Hao Wu 010 (IEEE Trans. Ind. Informatics, 2024)

A Collaborative Compression Scheme for Fast Activity Recognition on Mobile Devices via Global Compression Ratio Decision. - Junjie Liang; Lei Zhang 130; Chaolei Han 001; Can Bu; Hao Wu 010; Aiguo Song (IEEE Trans. Mob. Comput., 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)