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Works (14)

Learning Sensor Sample-reweighting for Dynamic Early-exit Activity Recognition via Meta Learning

IEEE Journal of Biomedical and Health Informatics
2025 | Journal article
Contributors: Zenan Fu; Lei Zhang; Wenbo Huang; Dongzhou Cheng; Hao Wu; Aiguo Song
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Relaxed Relational Knowledge Distillation for Inter–Intra Class Learning in Human Activity Recognition

IEEE Sensors Journal
2025-01-15 | Journal article
Contributors: Li Wang; Lei Zhang; Jianglai Yu; Dongzhou Cheng; Minghui Yao; Hao Wu; Aiguo Song
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A General Multistage Deep Learning Framework for Sensor-Based Human Activity Recognition Under Bounded Computational Budget

IEEE Transactions on Instrumentation and Measurement
2024 | Journal article
Contributors: Xing Wang; Lei Zhang; Dongzhou Cheng; Yin Tang; Shuoyuan Wang; Hao Wu; Aiguo Song
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Improving Human Activity Recognition With Wearable Sensors Through BEE: Leveraging Early Exit and Gradient Boosting

IEEE Transactions on Neural Systems and Rehabilitation Engineering
2024 | Journal article
Contributors: Jianglai Yu; Lei Zhang; Dongzhou Cheng; Wenbo Huang; Hao Wu; Aiguo Song
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Learn From Others and Be Yourself in Federated Human Activity Recognition via Attention-Based Pairwise Collaborations

IEEE Transactions on Instrumentation and Measurement
2024 | Journal article
Contributors: Can Bu; Lei Zhang; Hengtao Cui; Dongzhou Cheng; Hao Wu; Aiguo Song
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Towards Better Accuracy-Efficiency Trade-Offs: Dynamic Activity Inference via Collaborative Learning From Various Width-Resolution Configurations

IEEE Transactions on Artificial Intelligence
2024-12 | Journal article
Contributors: Lutong Qin; Lei Zhang; Chengrun Li; Chaoda Song; Dongzhou Cheng; Shuoyuan Wang; Hao Wu; Aiguo Song
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Beyond Grids: Scaling Up Continuous Kernels via Adaptive Point Representations for Sensor-Based Human Activity Recognition

IEEE Sensors Journal
2024-08-01 | Journal article
Contributors: Minghui Yao; Lei Zhang; Dongzhou Cheng; Jinsheng Liu; Li Wang; Hao Wu; Aiguo Song
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RepMobile: A MobileNet-Like Network With Structural Reparameterization for Sensor-Based Human Activity Recognition

IEEE Sensors Journal
2024-08-01 | Journal article
Contributors: Jianglai Yu; Lei Zhang; Dongzhou Cheng; Can Bu; Hao Wu; Aiguo Song
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MaskCAE: Masked Convolutional AutoEncoder via Sensor Data Reconstruction for Self-Supervised Human Activity Recognition

IEEE Journal of Biomedical and Health Informatics
2024-05 | Journal article
Contributors: Dongzhou Cheng; Lei Zhang; Lutong Qin; Shuoyuan Wang; Hao Wu; Aiguo Song
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Revisiting Large-Kernel CNN Design via Structural Re-Parameterization for Sensor-Based Human Activity Recognition

IEEE Sensors Journal
2024-04-15 | Journal article
Contributors: Minghui Yao; Lei Zhang; Dongzhou Cheng; Lutong Qin; Xin Liu; Zenan Fu; Hao Wu; Aiguo Song
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An automatic network structure search via channel pruning for accelerating human activity inference on mobile devices

Expert Systems with Applications
2024-03 | Journal article
Contributors: Junjie Liang; Lei Zhang; Can Bu; Dongzhou Cheng; Hao Wu; Aiguo Song
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Robust Human Activity Recognition via Wearable Sensors Using Dynamic Gaussian Kernel Learning

IEEE Sensors Journal
2024-03-15 | Journal article
Contributors: Shuaishuai Wang; Yixiang Sun; Yetong Sha; Guangyu Yang; Dongzhou Cheng; Lei Zhang; Hao Wu; Aiguo Song
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Learning hierarchical time series data augmentation invariances via contrastive supervision for human activity recognition

Knowledge-Based Systems
2023 | Journal article
EID:

2-s2.0-85165231394

Part of ISSN: 09507051
Contributors: Cheng, D.; Zhang, L.; Bu, C.; Wu, H.; Song, A.
Source: Self-asserted source
Dongzhou Cheng via Scopus - Elsevier

ProtoHAR: Prototype Guided Personalized Federated Learning for Human Activity Recognition

IEEE Journal of Biomedical and Health Informatics
2023-08 | Journal article
Contributors: Dongzhou Cheng; Lei Zhang; Can Bu; Xing Wang; Hao Wu; Aiguo Song
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Peer review (8 reviews for 4 publications/grants)

Review activity for Engineering applications of artificial intelligence. (2)
Review activity for Future generation computer systems. (2)
Review activity for IEEE internet of things journal. (1)
Review activity for Knowledge-based systems. (3)