Wenbo Huang

26 papers A* 6Journal 20
YearRankTypeTitle / Venue / Authors
2026 J jnl
ActiFormer: Sign-Aware Linear Attention for Sensor-Based Human Activity Recognition.
IEEE Internet Things J.
Qifan Sun, Zenan Fu, Lei Zhang, Guangjie Chen, Wenbo Huang, Hao Wu, Aiguo Song
2026 A* conf
DeepSenseMoE: Harnessing Power of Time Series Foundation Models for Few-Shot Human Activity Recognition.
AAAI
Zenan Fu, Dongzhou Cheng, Lei Zhang, Wenbo Huang, Zhenghao Chen, Hao Wu
2026 A* conf
Otter: Mitigating Background Distractions of Wide-Angle Few-Shot Action Recognition with Enhanced RWKV.
AAAI
Wenbo Huang, Jinghui Zhang, Zhenghao Chen, Guang Li, Lei Zhang, Yang Cao, Fang Dong, Takahiro Ogawa, Miki Haseyama
2025 J jnl
Deconfounding Causal Inference through Two-Branch Framework with Early-Forking for Sensor-Based Cross-Domain Activity Recognition.
CoRR
Di Xiong, Lei Zhang, Shuoyuan Wang, Dongzhou Cheng, Wenbo Huang
2025 J jnl
Deconfounding Causal Inference through Two-branch Framework with Early-forking for Sensor-based Cross-domain Activity Recognition.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Di Xiong, Lei Zhang, Shuoyuan Wang, Dongzhou Cheng, Wenbo Huang
2025 J jnl
Deep Learning Anytime Prediction via Enforcing Runtime Monotonicity for Early-Exit Activity Recognition.
IEEE Trans. Instrum. Meas.
Xin Liu, Lei Zhang, Wenbo Huang, Di Xiong, Zenan Fu, Hao Wu, Aiguo Song
2025 J jnl
Fixing deep early exit ensembles for sensor-based human activity recognition through uncertainty quantification.
Appl. Soft Comput.
Xin Liu, Lei Zhang, Wenbo Huang, Dongzhou Cheng, Hao Wu, Aiguo Song
2025 A* conf
Generalizable Sensor-Based Activity Recognition via Categorical Concept Invariant Learning.
AAAI
Di Xiong, Shuoyuan Wang, Lei Zhang, Wenbo Huang, Chaolei Han
2025 J jnl
Learning Sensor Sample-Reweighting for Dynamic Early-Exit Activity Recognition Via Meta Learning.
IEEE J. Biomed. Health Informatics
Zenan Fu, Lei Zhang, Wenbo Huang, Dongzhou Cheng, Hao Wu, Aiguo Song
2025 A* conf
Manta: Enhancing Mamba for Few-Shot Action Recognition of Long Sub-Sequence.
AAAI
Wenbo Huang, Jinghui Zhang, Guang Li, Lei Zhang, Shuoyuan Wang, Fang Dong, Jiahui Jin, Takahiro Ogawa, Miki Haseyama
2025 J jnl
Otter: Mitigating Background Distractions of Wide-Angle Few-Shot Action Recognition with Enhanced RWKV.
CoRR
Wenbo Huang, Jinghui Zhang, Zhenghao Chen, Guang Li, Lei Zhang, Yang Cao, Fang Dong, Takahiro Ogawa, Miki Haseyama
2024 A* conf
E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection.
NeurIPS
Jiaqing Zhang, Mingxiang Cao, Weiying Xie, Jie Lei, Daixun Li, Wenbo Huang, Yunsong Li, Xue Yang
2024 J jnl
EfficientMFD: Towards More Efficient Multimodal Synchronous Fusion Detection.
CoRR
Jiaqing Zhang, Mingxiang Cao, Xue Yang, Weiying Xie, Jie Lei, Daixun Li, Geng Yang, Wenbo Huang, Yunsong Li
2024 J jnl
Generalizable Sensor-Based Activity Recognition via Categorical Concept Invariant Learning.
CoRR
Di Xiong, Shuoyuan Wang, Lei Zhang, Wenbo Huang, Chaolei Han
2024 J jnl
Manta: Enhancing Mamba for Few-Shot Action Recognition of Long Sub-Sequence.
CoRR
Wenbo Huang, Jinghui Zhang, Guang Li, Lei Zhang, Shuoyuan Wang, Fang Dong, Jiahui Jin, Takahiro Ogawa, Miki Haseyama
2024 J jnl
PatchHAR: A MLP-Like Architecture for Efficient Activity Recognition Using Wearables.
IEEE Trans. Biom. Behav. Identity Sci.
Shuoyuan Wang, Lei Zhang, Xing Wang, Wenbo Huang, Hao Wu, Aiguo Song
2024 A* conf
SOAP: Enhancing Spatio-Temporal Relation and Motion Information Capturing for Few-Shot Action Recognition.
ACM Multimedia
Wenbo Huang, Jinghui Zhang, Xuwei Qian, Zhen Wu, Meng Wang, Lei Zhang
2024 J jnl
SOAP: Enhancing Spatio-Temporal Relation and Motion Information Capturing for Few-Shot Action Recognition.
CoRR
Wenbo Huang, Jinghui Zhang, Xuwei Qian, Zhen Wu, Meng Wang, Lei Zhang
2023 J jnl
Channel-Equalization-HAR: A Light-weight Convolutional Neural Network for Wearable Sensor Based Human Activity Recognition.
IEEE Trans. Mob. Comput.
Wenbo Huang, Lei Zhang, Hao Wu, Fuhong Min, Aiguo Song
2023 J jnl
Deep Ensemble Learning for Human Activity Recognition Using Wearable Sensors via Filter Activation.
ACM Trans. Embed. Comput. Syst.
Wenbo Huang, Lei Zhang, Shuoyuan Wang, Hao Wu, Aiguo Song
2022 J jnl
Deep Convolutional Networks With Tunable Speed-Accuracy Tradeoff for Human Activity Recognition Using Wearables.
IEEE Trans. Instrum. Meas.
Xing Wang, Lei Zhang, Wenbo Huang, Shuoyuan Wang, Hao Wu, Jun He, Aiguo Song
2022 J jnl
Deformable Convolutional Networks for Multimodal Human Activity Recognition Using Wearable Sensors.
IEEE Trans. Instrum. Meas.
Shige Xu, Lei Zhang, Wenbo Huang, Hao Wu, Aiguo Song
2022 J jnl
Human activity recognition using wearable sensors by heterogeneous convolutional neural networks.
Expert Syst. Appl.
Chaolei Han, Lei Zhang, Yin Tang, Wenbo Huang, Fuhong Min, Jun He
2021 J jnl
Deep Neural Networks for Sensor-Based Human Activity Recognition Using Selective Kernel Convolution.
IEEE Trans. Instrum. Meas.
Wenbin Gao, Lei Zhang, Wenbo Huang, Fuhong Min, Jun He, Aiguo Song
2021 J jnl
Shallow Convolutional Neural Networks for Human Activity Recognition Using Wearable Sensors.
IEEE Trans. Instrum. Meas.
Wenbo Huang, Lei Zhang, Wenbin Gao, Fuhong Min, Jun He
2021 J jnl
The Convolutional Neural Networks Training With Channel-Selectivity for Human Activity Recognition Based on Sensors.
IEEE J. Biomed. Health Informatics
Wenbo Huang, Lei Zhang, Qi Teng, Chaoda Song, Jun He