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

    Article • Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies, June 2025, ACM (Association for Computing Machinery)

    Dr. Wenbo Huang, Di Xiong

  2. SOAP: Enhancing Spatio-Temporal Relation and Motion Information Capturing for Few-Shot Action Recognition

    Article • October 2024, ACM (Association for Computing Machinery)

    Dr. Wenbo Huang

  3. Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition

    Article • Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies, December 2023, ACM (Association for Computing Machinery)

    Dr. Wenbo Huang

  4. Deep Ensemble Learning for Human Activity Recognition Using Wearable Sensors via Filter Activation

    Article • ACM Transactions on Embedded Computing Systems, October 2022, ACM (Association for Computing Machinery)

    aiguo song, Dr. Wenbo Huang

  5. Human activity recognition using wearable sensors by heterogeneous convolutional neural networks

    Article • Expert Systems with Applications, July 2022, Elsevier

    Dr. Wenbo Huang

  6. Channel-Equalization-HAR: A Light-weight Convolutional Neural Network for Wearable Sensor Based Human Activity Recognition

    Article • IEEE Transactions on Mobile Computing, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Wenbo Huang

  7. Deep Convolutional Networks With Tunable Speed–Accuracy Tradeoff for Human Activity Recognition Using Wearables

    Article • IEEE Transactions on Instrumentation and Measurement, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Wenbo Huang, aiguo song

  8. Deformable Convolutional Networks for Multimodal Human Activity Recognition Using Wearable Sensors

    Article • IEEE Transactions on Instrumentation and Measurement, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Wenbo Huang, aiguo song

  9. The Convolutional Neural Networks Training With Channel-Selectivity for Human Activity Recognition Based on Sensors

    Article • IEEE Journal of Biomedical and Health Informatics, October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Wenbo Huang

  10. Shallow Convolutional Neural Networks for Human Activity Recognition Using Wearable Sensors

    Article • IEEE Transactions on Instrumentation and Measurement, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Wenbo Huang

  11. Deep Neural Networks for Sensor-Based Human Activity Recognition Using Selective Kernel Convolution

    Article • IEEE Transactions on Instrumentation and Measurement, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Wenbo Huang, aiguo song