Lei Zhang

87 papers A* 5Journal 80Unranked 2
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 J jnl
Beyond 1 × 1 Convolutions: A Dynamic Select-and-Fuse Channel Sampling Strategy for On-Device Human Activity Recognition.
IEEE Internet Things J.
Zechen Li, Guangjie Chen, Xin Liu, Lei Zhang, Qifan Sun, Kun Wang, Hao Wu, Aiguo Song
2026 J jnl
Deep convolutional state space model as human activity recognizer.
Inf. Fusion
Li Wang, Can Bu, Minghui Yao, Di Xiong, Shuoyuan Wang, Dongzhou Cheng, Lei Zhang, 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 J jnl
Diffusion-facilitated knowledge distillation in human activity recognition.
Neurocomputing
Li Wang, Lei Zhang, Dongzhou Cheng, Minghui Yao, Hao Wu, Aiguo Song
2026 J jnl
Machar: A Frequency-Aware Mamba-Convolution Hybrid Architecture for Sensor-Based Human Activity Recognition.
IEEE Internet Things J.
Wenxuan Zhang, Nanfu Ye, Lei Zhang, Xin Liu, Hao Wu, Aiguo Song
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
2026 J jnl
TASeqRec: Learning users' topical interests for sequential recommendation.
Inf. Process. Manag.
Wenxian Liu, Shaowei Qin, Yiji Zhao, Lei Zhang, Hao Wu
2025 J jnl
A landmarks-assisted diffusion model with heatmap-guided denoising loss for high-fidelity and controllable facial image generation.
Image Vis. Comput.
Xing Wang, Wei Wang, Shixiang Su, MingQi Lu, Lei Zhang, Xiaobo Lu
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
Efficient Spatiotemporal-Structural Masking for Dynamic Human Activity Recognition With Optimized Computation.
IEEE Internet Things J.
Nanfu Ye, Lei Zhang, Di Xiong, Hao Wu, Aiguo Song
2025 J jnl
Ensemble early exit network on human activity recognition using wearable sensors.
Comput. Networks
Jianglai Yu, Lei Zhang, Dongzhou Cheng, Can Bu, Liangdong Liu, 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
Harnessing the Power of Large Language Model for Effective Web API Recommendation.
IEEE Trans. Ind. Informatics
Shaowei Qin, Yiji Zhao, Hao Wu, Lei Zhang, Qiang He
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 J jnl
Long kernel distillation in human activity recognition.
Knowl. Based Syst.
Minghui Yao, Dongzhou Cheng, Lei Zhang, Li Wang, Hao Wu, Aiguo Song
2025 J jnl
MSA-HAR: multi-scale segmented attention networks for human activity recognition using sensor signals.
J. Supercomput.
Weiming Quan, Yin Tang, Wei Luo, Lei Zhang
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
2025 J jnl
Training-Free Zero-Shot Temporal Action Detection with Vision-Language Models.
CoRR
Chaolei Han, Hongsong Wang, Jidong Kuang, Lei Zhang, Jie Gui
2025 J jnl
UniCount: Mining Large-Scale Video Data for Universal Repetitive Action Counting.
Big Data Min. Anal.
Yin Tang, Deyu Zhang, Wei Luo, Fan Wu, Feng Lyu, Ruixiang Hang, Lei Zhang, Yaoxue Zhang
2025 J jnl
WaveHAR: Learning Wavelet Representation for Wearable Human Activity Recognition.
IEEE Trans. Instrum. Meas.
Minghui Yao, Lei Zhang, Dongzhou Cheng, Hao Wu, Aiguo Song
2024 J jnl
A Collaborative Compression Scheme for Fast Activity Recognition on Mobile Devices via Global Compression Ratio Decision.
IEEE Trans. Mob. Comput.
Junjie Liang, Lei Zhang, Chaolei Han, Can Bu, Hao Wu, Aiguo Song
2024 J jnl
A General Multistage Deep Learning Framework for Sensor-Based Human Activity Recognition Under Bounded Computational Budget.
IEEE Trans. Instrum. Meas.
Xing Wang, Lei Zhang, Dongzhou Cheng, Yin Tang, Shuoyuan Wang, Hao Wu, Aiguo Song
2024 J jnl
A sparse diverse-branch large kernel convolutional neural network for human activity recognition using wearables.
Appl. Soft Comput.
Minghui Yao, Dongzhou Cheng, Lei Zhang, Liangdong Liu, Shuangteng Song, Hao Wu, Aiguo Song
2024 J jnl
Accelerating Activity Inference on Edge Devices Through Spatial Redundancy in Coarse-Grained Dynamic Networks.
IEEE Internet Things J.
Nanfu Ye, Lei Zhang, Di Xiong, Hao Wu, Aiguo Song
2024 J jnl
An automatic network structure search via channel pruning for accelerating human activity inference on mobile devices.
Expert Syst. Appl.
Junjie Liang, Lei Zhang, Can Bu, Dongzhou Cheng, Hao Wu, Aiguo Song
2024 J jnl
Cooperative Mashup Embedding Leveraging Knowledge Graph for Web API Recommendation.
IEEE Access
Chunxiang Zhang, Shaowei Qin, Hao Wu, Lei Zhang
2024 J jnl
Diversifying Collaborative Filtering via Graph Spreading Network and Selective Sampling.
IEEE Trans. Neural Networks Learn. Syst.
Yueting Fang, Hao Wu, Yiji Zhao, Lei Zhang, Shaowei Qin, Xin Wang
2024 J jnl
Dynamic Inference via Localizing Semantic Intervals in Sensor Data for Budget-Tunable Activity Recognition.
IEEE Trans. Ind. Informatics
Can Bu, Lei Zhang, Hengtao Cui, Guangyu Yang, Hao Wu
2024 J jnl
Dynamic instance-aware layer-bit-select network on human activity recognition using wearable sensors.
Eng. Appl. Artif. Intell.
Nanfu Ye, Lei Zhang, Dongzhou Cheng, Can Bu, Songming Sun, Hao Wu, Aiguo Song
2024 J jnl
Effective Graph Modeling and Contrastive Learning for Time-Aware QoS Prediction.
IEEE Trans. Serv. Comput.
Hao Wu, Shuting Tian, Binbin Jin, Yiji Zhao, Lei Zhang
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
Intelligent Risk Evaluation for Investment Banking IPO Business Based on Text Analysis.
Inf.
Lei Zhang, Chao Wang, Xiaoxing Liu
2024 J jnl
Learn From Others and Be Yourself in Federated Human Activity Recognition via Attention-Based Pairwise Collaborations.
IEEE Trans. Instrum. Meas.
Can Bu, Lei Zhang, Hengtao Cui, Dongzhou Cheng, Hao Wu, Aiguo Song
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
MaskCAE: Masked Convolutional AutoEncoder via Sensor Data Reconstruction for Self-Supervised Human Activity Recognition.
IEEE J. Biomed. Health Informatics
Dongzhou Cheng, Lei Zhang, Lutong Qin, Shuoyuan Wang, Hao Wu, Aiguo Song
2024 J jnl
Node Clustering on Attributed Graph Using Anchor Sampling Strategy and Debiasing Strategy.
IEEE Trans. Emerg. Top. Comput. Intell.
Qian Tang, Yiji Zhao, Hao Wu, Lei Zhang
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 J jnl
Plug-and-play multi-dimensional attention module for accurate Human Activity Recognition.
Comput. Networks
Junjie Liang, Lei Zhang, Can Bu, Guangyu Yang, 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
2024 J jnl
TAE: Topic-aware encoder for large-scale multi-label text classification.
Appl. Intell.
Shaowei Qin, Hao Wu, Lihua Zhou, Yiji Zhao, Lei Zhang
2024 J jnl
Towards Better Accuracy-Efficiency Trade-Offs: Dynamic Activity Inference via Collaborative Learning From Various Width-Resolution Configurations.
IEEE Trans. Artif. Intell.
Lutong Qin, Lei Zhang, Chengrun Li, Chaoda Song, Dongzhou Cheng, Shuoyuan Wang, Hao Wu, Aiguo Song
2023 J jnl
Adversarial Cluster-Level and Global-Level Graph Contrastive Learning for node representation.
Knowl. Based Syst.
Qian Tang, Yiji Zhao, Hao Wu, Lei Zhang
2023 J jnl
An Efficient Diverse-Branch Convolution Scheme for Sensor-Based Human Activity Recognition.
IEEE Trans. Instrum. Meas.
Chaolei Han, Lei Zhang, Shige Xu, Xing Wang, Hao Wu, Aiguo Song
2023 J jnl
Channel Attention for Sensor-Based Activity Recognition: Embedding Features into all Frequencies in DCT Domain.
IEEE Trans. Knowl. Data Eng.
Shige Xu, Lei Zhang, Yin Tang, Chaolei Han, Hao Wu, Aiguo Song
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
2023 J jnl
FreqSense: Adaptive Sampling Rates for Sensor-Based Human Activity Recognition Under Tunable Computational Budgets.
IEEE J. Biomed. Health Informatics
Guangyu Yang, Lei Zhang, Can Bu, Shuaishuai Wang, Hao Wu, Aiguo Song
2023 J jnl
Keyword-Driven Service Recommendation Via Deep Reinforced Steiner Tree Search.
IEEE Trans. Ind. Informatics
Hailong Chen, Hao Wu, Jiahui Li, Xin Wang, Lei Zhang
2023 J jnl
Learning hierarchical time series data augmentation invariances via contrastive supervision for human activity recognition.
Knowl. Based Syst.
Dongzhou Cheng, Lei Zhang, Can Bu, Hao Wu, Aiguo Song
2023 J jnl
Modeling and predicting user preferences with multiple item attributes for sequential recommendations.
Knowl. Based Syst.
Li Xu, Jun Zeng, Weile Peng, Hao Wu, Kun Yue, Haiyan Ding, Lei Zhang, Xin Wang
2023 J jnl
Multiscale Deep Feature Learning for Human Activity Recognition Using Wearable Sensors.
IEEE Trans. Ind. Electron.
Yin Tang, Lei Zhang, Fuhong Min, Jun He
2023 J jnl
Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition.
CoRR
Shuoyuan Wang, Jindong Wang, Huajun Xi, Bob Zhang, Lei Zhang, Hongxin Wei
2023 J jnl
Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Shuoyuan Wang, Jindong Wang, Huajun Xi, Bob Zhang, Lei Zhang, Hongxin Wei
2023 J jnl
ProtoHAR: Prototype Guided Personalized Federated Learning for Human Activity Recognition.
IEEE J. Biomed. Health Informatics
Dongzhou Cheng, Lei Zhang, Can Bu, Xing Wang, Hao Wu, Aiguo Song
2023 J jnl
Toward Effective Personalized Service QoS Prediction From the Perspective of Multi-Task Learning.
IEEE Trans. Netw. Serv. Manag.
Huiqiang Lian, Jiahui Li, Hao Wu, Yiji Zhao, Lei Zhang, Xin Wang
2022 J jnl
A lightweight neural network framework using linear grouped convolution for human activity recognition on mobile devices.
J. Supercomput.
Tianyi Liu, Shuoyuan Wang, Yue Liu, Weiming Quan, Lei Zhang
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
Dual-Branch Interactive Networks on Multichannel Time Series for Human Activity Recognition.
IEEE J. Biomed. Health Informatics
Yin Tang, Lei Zhang, Hao Wu, Jun He, 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
2022 J jnl
Mashup-Oriented Web API Recommendation via Multi-Model Fusion and Multi-Task Learning.
IEEE Trans. Serv. Comput.
Hao Wu, Yunhao Duan, Kun Yue, Lei Zhang
2022 — conf
Self-gated FM: Revisiting the Weight of Feature Interactions for CTR Prediction.
CollaborateCom (1)
Zhongxue Li, Hao Wu, Xin Wang, Yiji Zhao, Lei Zhang
2022 J jnl
Triple Cross-Domain Attention on Human Activity Recognition Using Wearable Sensors.
IEEE Trans. Emerg. Top. Comput. Intell.
Yin Tang, Lei Zhang, Qi Teng, Fuhong Min, Aiguo Song
2022 J jnl
Understanding and Improving Channel Attention for Human Activity Recognition by Temporal-Aware and Modality-Aware Embedding.
IEEE Trans. Instrum. Meas.
Chaolei Han, Lei Zhang, Yin Tang, Shige Xu, Fuhong Min, Hao Wu, Aiguo Song
2021 J jnl
DanHAR: Dual Attention Network for multimodal human activity recognition using wearable sensors.
Appl. Soft Comput.
Wenbin Gao, Lei Zhang, Qi Teng, Jun He, Hao Wu
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
Sequential Weakly Labeled Multiactivity Localization and Recognition on Wearable Sensors Using Recurrent Attention Networks.
IEEE Trans. Hum. Mach. Syst.
Kun Wang, Jun He, Lei Zhang
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
2020 J jnl
Adversarial Hard Attention Adaptation.
Inf.
Hui Tao, Jun He, Quan-Jie Cao, Lei Zhang
2020 J jnl
Conditionally Learn to Pay Attention for Sequential Visual Task.
IEEE Access
Jun He, Quan-Jie Cao, Lei Zhang, Hui Tao
2020 J jnl
DanHAR: Dual Attention Network For Multimodal Human Activity Recognition Using Wearable Sensors.
CoRR
Wenbin Gao, Lei Zhang, Qi Teng, Hao Wu, Fuhong Min, Jun He
2020 J jnl
Efficient convolutional neural networks with smaller filters for human activity recognition using wearable sensors.
CoRR
Yin Tang, Qi Teng, Lei Zhang, Fuhong Min, Jun He
2020 J jnl
Real-time Human Activity Recognition Using Conditionally Parametrized Convolutions on Mobile and Wearable Devices.
CoRR
Xin Cheng, Lei Zhang, Yin Tang, Yue Liu, Hao Wu, Jun He
2020 J jnl
Sequential Weakly Labeled Multi-Activity Recognition and Location on Wearable Sensors using Recurrent Attention Network.
CoRR
Kun Wang, Jun He, Lei Zhang
2019 J jnl
Attention-based Convolutional Neural Network for Weakly Labeled Human Activities Recognition with Wearable Sensors.
CoRR
Kun Wang, Jun He, Lei Zhang
2019 J jnl
Conditionally Learn to Pay Attention for Sequential Visual Task.
CoRR
Jun He, Quan-Jie Cao, Lei Zhang
2016 J jnl
Adaptive stochastic gradient descent on the Grassmannian for robust low-rank subspace recovery.
IET Signal Process.
Jun He, Yue Zhang, Yuan Zhou, Lei Zhang
2013 J jnl
Sparse Signal Recovery from Fixed Low-Rank Subspace via Compressive Measurement.
Algorithms
Jun He, Ming-Wei Gao, Lei Zhang, Hao Wu
2009 J jnl
Using Diffusion Geometric Coordinates for Hyperspectral Imagery Representation.
IEEE Geosci. Remote. Sens. Lett.
Jun He, Lei Zhang, Qing Wang, Zigang Li
2008 — conf
Stochastic Resonance in Saturation Nonlinearities.
ICNC (5)
Lei Zhang, Aiguo Song