Lei Zhang

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 43

Top Topics

Activity Recognition

Wearable Sensors

Top Venues

IEEE Trans. Instrum. Meas.

IEEE J. Biomed. Health Informatics

Knowl. Based Syst.

Publications

Junjie Liang, Lei Zhang, Can Bu, Guangyu Yang, Hao Wu, Aiguo Song
Plug-and-play multi-dimensional attention module for accurate Human Activity Recognition. Comput. Networks 244 (2024)
Can Bu, Lei Zhang, Hengtao Cui, Guangyu Yang, Hao Wu
Dynamic Inference via Localizing Semantic Intervals in Sensor Data for Budget-Tunable Activity Recognition. IEEE Trans. Ind. Informatics 20 (3) (2024)
Junjie Liang, Lei Zhang, Can Bu, Dongzhou Cheng, Hao Wu, Aiguo Song
An automatic network structure search via channel pruning for accelerating human activity inference on mobile devices. Expert Syst. Appl. 238 (Part E) (2024)
Shaowei Qin, Hao Wu, Lihua Zhou, Yiji Zhao, Lei Zhang
TAE: Topic-aware encoder for large-scale multi-label text classification. Appl. Intell. 54 (8) (2024)
Chunxiang Zhang, Shaowei Qin, Hao Wu, Lei Zhang
Cooperative Mashup Embedding Leveraging Knowledge Graph for Web API Recommendation. IEEE Access 12 (2024)
Qian Tang, Yiji Zhao, Hao Wu, Lei Zhang
Node Clustering on Attributed Graph Using Anchor Sampling Strategy and Debiasing Strategy. IEEE Trans. Emerg. Top. Comput. Intell. 8 (4) (2024)
Shuoyuan Wang, Lei Zhang, Xing Wang, Wenbo Huang, Hao Wu, Aiguo Song
PatchHAR: A MLP-Like Architecture for Efficient Activity Recognition Using Wearables. IEEE Trans. Biom. Behav. Identity Sci. 6 (2) (2024)
Junjie Liang, Lei Zhang, Chaolei Han, Can Bu, Hao Wu, Aiguo Song
A Collaborative Compression Scheme for Fast Activity Recognition on Mobile Devices via Global Compression Ratio Decision. IEEE Trans. Mob. Comput. 23 (4) (2024)
Can Bu, Lei Zhang, Hengtao Cui, Dongzhou Cheng, Hao Wu, Aiguo Song
Learn From Others and Be Yourself in Federated Human Activity Recognition via Attention-Based Pairwise Collaborations. IEEE Trans. Instrum. Meas. 73 (2024)
Dongzhou Cheng, Lei Zhang, Lutong Qin, Shuoyuan Wang, Hao Wu, Aiguo Song
MaskCAE: Masked Convolutional AutoEncoder via Sensor Data Reconstruction for Self-Supervised Human Activity Recognition. IEEE J. Biomed. Health Informatics 28 (5) (2024)
Shige Xu, Lei Zhang, Yin Tang, Chaolei Han, Hao Wu, Aiguo Song
Channel Attention for Sensor-Based Activity Recognition: Embedding Features into all Frequencies in DCT Domain. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
Dongzhou Cheng, Lei Zhang, Can Bu, Xing Wang, Hao Wu, Aiguo Song
ProtoHAR: Prototype Guided Personalized Federated Learning for Human Activity Recognition. IEEE J. Biomed. Health Informatics 27 (8) (2023)
Li Xu, Jun Zeng, Weile Peng, Hao Wu, Kun Yue, Haiyan Ding, Lei Zhang, Xin Wang
Modeling and predicting user preferences with multiple item attributes for sequential recommendations. Knowl. Based Syst. 260 (2023)
Yin Tang, Lei Zhang, Fuhong Min, Jun He
Multiscale Deep Feature Learning for Human Activity Recognition Using Wearable Sensors. IEEE Trans. Ind. Electron. 70 (2) (2023)
Wenbo Huang, Lei Zhang, Hao Wu, Fuhong Min, Aiguo Song
Channel-Equalization-HAR: A Light-weight Convolutional Neural Network for Wearable Sensor Based Human Activity Recognition. IEEE Trans. Mob. Comput. 22 (9) (2023)
Huiqiang Lian, Jiahui Li, Hao Wu, Yiji Zhao, Lei Zhang, Xin Wang
Toward Effective Personalized Service QoS Prediction From the Perspective of Multi-Task Learning. IEEE Trans. Netw. Serv. Manag. 20 (3) (2023)
Chaolei Han, Lei Zhang, Shige Xu, Xing Wang, Hao Wu, Aiguo Song
An Efficient Diverse-Branch Convolution Scheme for Sensor-Based Human Activity Recognition. IEEE Trans. Instrum. Meas. 72 (2023)
Dongzhou Cheng, Lei Zhang, Can Bu, Hao Wu, Aiguo Song
Learning hierarchical time series data augmentation invariances via contrastive supervision for human activity recognition. Knowl. Based Syst. 276 (2023)
Qian Tang, Yiji Zhao, Hao Wu, Lei Zhang
Adversarial Cluster-Level and Global-Level Graph Contrastive Learning for node representation. Knowl. Based Syst. 279 (2023)
Shuoyuan Wang, Jindong Wang, Huajun Xi, Bob Zhang, Lei Zhang, Hongxin Wei
Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (4) (2023)
Hailong Chen, Hao Wu, Jiahui Li, Xin Wang, Lei Zhang
Keyword-Driven Service Recommendation Via Deep Reinforced Steiner Tree Search. IEEE Trans. Ind. Informatics 19 (3) (2023)
Tianyi Liu, Shuoyuan Wang, Yue Liu, Weiming Quan, Lei Zhang
A lightweight neural network framework using linear grouped convolution for human activity recognition on mobile devices. J. Supercomput. 78 (5) (2022)
Yin Tang, Lei Zhang, Hao Wu, Jun He, Aiguo Song
Dual-Branch Interactive Networks on Multichannel Time Series for Human Activity Recognition. IEEE J. Biomed. Health Informatics 26 (10) (2022)
Yin Tang, Lei Zhang, Qi Teng, Fuhong Min, Aiguo Song
Triple Cross-Domain Attention on Human Activity Recognition Using Wearable Sensors. IEEE Trans. Emerg. Top. Comput. Intell. 6 (5) (2022)
Chaolei Han, Lei Zhang, Yin Tang, Wenbo Huang, Fuhong Min, Jun He
Human activity recognition using wearable sensors by heterogeneous convolutional neural networks. Expert Syst. Appl. 198 (2022)
Hao Wu, Yunhao Duan, Kun Yue, Lei Zhang
Mashup-Oriented Web API Recommendation via Multi-Model Fusion and Multi-Task Learning. IEEE Trans. Serv. Comput. 15 (6) (2022)
Shige Xu, Lei Zhang, Wenbo Huang, Hao Wu, Aiguo Song
Deformable Convolutional Networks for Multimodal Human Activity Recognition Using Wearable Sensors. IEEE Trans. Instrum. Meas. 71 (2022)
Chaolei Han, Lei Zhang, Yin Tang, Shige Xu, Fuhong Min, Hao Wu, Aiguo Song
Understanding and Improving Channel Attention for Human Activity Recognition by Temporal-Aware and Modality-Aware Embedding. IEEE Trans. Instrum. Meas. 71 (2022)
Xing Wang, Lei Zhang, Wenbo Huang, Shuoyuan Wang, Hao Wu, Jun He, Aiguo Song
Deep Convolutional Networks With Tunable Speed-Accuracy Tradeoff for Human Activity Recognition Using Wearables. IEEE Trans. Instrum. Meas. 71 (2022)
Wenbin Gao, Lei Zhang, Qi Teng, Jun He, Hao Wu
DanHAR: Dual Attention Network for multimodal human activity recognition using wearable sensors. Appl. Soft Comput. 111 (2021)
Kun Wang, Jun He, Lei Zhang
Sequential Weakly Labeled Multiactivity Localization and Recognition on Wearable Sensors Using Recurrent Attention Networks. IEEE Trans. Hum. Mach. Syst. 51 (4) (2021)
Wenbo Huang, Lei Zhang, Qi Teng, Chaoda Song, Jun He
The Convolutional Neural Networks Training With Channel-Selectivity for Human Activity Recognition Based on Sensors. IEEE J. Biomed. Health Informatics 25 (10) (2021)
Wenbin Gao, Lei Zhang, Wenbo Huang, Fuhong Min, Jun He, Aiguo Song
Deep Neural Networks for Sensor-Based Human Activity Recognition Using Selective Kernel Convolution. IEEE Trans. Instrum. Meas. 70 (2021)
Wenbo Huang, Lei Zhang, Wenbin Gao, Fuhong Min, Jun He
Shallow Convolutional Neural Networks for Human Activity Recognition Using Wearable Sensors. IEEE Trans. Instrum. Meas. 70 (2021)
Yin Tang, Qi Teng, Lei Zhang, Fuhong Min, Jun He
Efficient convolutional neural networks with smaller filters for human activity recognition using wearable sensors. CoRR (2020)
Hui Tao, Jun He, Quan-Jie Cao, Lei Zhang
Adversarial Hard Attention Adaptation. Inf. 11 (4) (2020)
Wenbin Gao, Lei Zhang, Qi Teng, Hao Wu, Fuhong Min, Jun He
DanHAR: Dual Attention Network For Multimodal Human Activity Recognition Using Wearable Sensors. CoRR (2020)
Jun He, Quan-Jie Cao, Lei Zhang, Hui Tao
Conditionally Learn to Pay Attention for Sequential Visual Task. IEEE Access 8 (2020)
Xin Cheng, Lei Zhang, Yin Tang, Yue Liu, Hao Wu, Jun He
Real-time Human Activity Recognition Using Conditionally Parametrized Convolutions on Mobile and Wearable Devices. CoRR (2020)
Kun Wang, Jun He, Lei Zhang
Sequential Weakly Labeled Multi-Activity Recognition and Location on Wearable Sensors using Recurrent Attention Network. CoRR (2020)
Jun He, Quan-Jie Cao, Lei Zhang
Conditionally Learn to Pay Attention for Sequential Visual Task. CoRR (2019)
Kun Wang, Jun He, Lei Zhang
Attention-based Convolutional Neural Network for Weakly Labeled Human Activities Recognition with Wearable Sensors. CoRR (2019)
Jun He, Yue Zhang, Yuan Zhou, Lei Zhang
Adaptive stochastic gradient descent on the Grassmannian for robust low-rank subspace recovery. IET Signal Process. 10 (8) (2016)
Jun He, Ming-Wei Gao, Lei Zhang, Hao Wu
Sparse Signal Recovery from Fixed Low-Rank Subspace via Compressive Measurement. Algorithms 6 (4) (2013)
Jun He, Lei Zhang, Qing Wang, Zigang Li
Using Diffusion Geometric Coordinates for Hyperspectral Imagery Representation. IEEE Geosci. Remote. Sens. Lett. 6 (4) (2009)