Deep Neural Networks for Sensor-Based Human Activity Recognition Using Selective Kernel Convolution. - Wenbin Gao; Lei Zhang 130; Wenbo Huang 001; Fuhong Min; Jun He 006; Aiguo Song (IEEE Trans. Instrum. Meas., 2021)

Shallow Convolutional Neural Networks for Human Activity Recognition Using Wearable Sensors. - Wenbo Huang 001; Lei Zhang 130; Wenbin Gao; Fuhong Min; Jun He 006 (IEEE Trans. Instrum. Meas., 2021)

The Convolutional Neural Networks Training With Channel-Selectivity for Human Activity Recognition Based on Sensors. - Wenbo Huang 001; Lei Zhang 130; Qi Teng; Chaoda Song; Jun He 006 (IEEE J. Biomed. Health Informatics, 2021)

Human activity recognition using wearable sensors by heterogeneous convolutional neural networks. - Chaolei Han 001; Lei Zhang 130; Yin Tang; Wenbo Huang 001; Fuhong Min; Jun He 006 (Expert Syst. Appl., 2022)

Deep Convolutional Networks With Tunable Speed-Accuracy Tradeoff for Human Activity Recognition Using Wearables. - Xing Wang; Lei Zhang 130; Wenbo Huang 001; Shuoyuan Wang; Hao Wu 010; Jun He 006; Aiguo Song (IEEE Trans. Instrum. Meas., 2022)

Deformable Convolutional Networks for Multimodal Human Activity Recognition Using Wearable Sensors. - Shige Xu; Lei Zhang 130; Wenbo Huang 001; Hao Wu 010; Aiguo Song (IEEE Trans. Instrum. Meas., 2022)

Deep Ensemble Learning for Human Activity Recognition Using Wearable Sensors via Filter Activation. - Wenbo Huang 001; Lei Zhang 130; Shuoyuan Wang; Hao Wu 010; Aiguo Song (ACM Trans. Embed. Comput. Syst., 2023)

Channel-Equalization-HAR: A Light-weight Convolutional Neural Network for Wearable Sensor Based Human Activity Recognition. - Wenbo Huang 001; Lei Zhang 130; Hao Wu 010; Fuhong Min; Aiguo Song (IEEE Trans. Mob. Comput., 2023)

SOAP: Enhancing Spatio-Temporal Relation and Motion Information Capturing for Few-Shot Action Recognition. - Wenbo Huang 001; Jinghui Zhang; Xuwei Qian; Zhen Wu 001; Meng Wang 009; Lei Zhang 130 (ACM Multimedia, 2024)

E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection. - Jiaqing Zhang; Mingxiang Cao; Weiying Xie; Jie Lei 001; Daixun Li; Wenbo Huang 001; Yunsong Li; Xue Yang (NeurIPS, 2024)

EfficientMFD: Towards More Efficient Multimodal Synchronous Fusion Detection. - Jiaqing Zhang; Mingxiang Cao; Xue Yang; Weiying Xie; Jie Lei 001; Daixun Li; Geng Yang; Wenbo Huang 001; Yunsong Li (CoRR, 2024)

PatchHAR: A MLP-Like Architecture for Efficient Activity Recognition Using Wearables. - Shuoyuan Wang; Lei Zhang 130; Xing Wang; Wenbo Huang 001; Hao Wu 010; Aiguo Song (IEEE Trans. Biom. Behav. Identity Sci., 2024)

Manta: Enhancing Mamba for Few-Shot Action Recognition of Long Sub-Sequence. - Wenbo Huang 001; Jinghui Zhang; Guang Li 008; Lei Zhang 130; Shuoyuan Wang; Fang Dong; Jiahui Jin; Takahiro Ogawa 001; Miki Haseyama (AAAI, 2025)

Generalizable Sensor-Based Activity Recognition via Categorical Concept Invariant Learning. - Di Xiong; Shuoyuan Wang; Lei Zhang 130; Wenbo Huang 001; Chaolei Han 001 (AAAI, 2025)

Deep Learning Anytime Prediction via Enforcing Runtime Monotonicity for Early-Exit Activity Recognition. - Xin Liu; Lei Zhang 130; Wenbo Huang 001; Di Xiong; Zenan Fu; 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)