Using Diffusion Geometric Coordinates for Hyperspectral Imagery Representation. - Jun He 006; Lei Zhang 130; Qing Wang 026; Zigang Li (IEEE Geosci. Remote. Sens. Lett., 2009)

Sparse Signal Recovery from Fixed Low-Rank Subspace via Compressive Measurement. - Jun He 006; Ming-Wei Gao; Lei Zhang 130; Hao Wu 010 (Algorithms, 2013)

Adaptive stochastic gradient descent on the Grassmannian for robust low-rank subspace recovery. - Jun He 006; Yue Zhang; Yuan Zhou 023; Lei Zhang 130 (IET Signal Process., 2016)

Attention-based Convolutional Neural Network for Weakly Labeled Human Activities Recognition with Wearable Sensors. - Kun Wang 057; Jun He 006; Lei Zhang 130 (CoRR, 2019)

Conditionally Learn to Pay Attention for Sequential Visual Task. - Jun He 006; Quan-Jie Cao; Lei Zhang 130 (CoRR, 2019)

Conditionally Learn to Pay Attention for Sequential Visual Task. - Jun He 006; Quan-Jie Cao; Lei Zhang 130; Hui Tao (IEEE Access, 2020)

Sequential Weakly Labeled Multi-Activity Recognition and Location on Wearable Sensors using Recurrent Attention Network. - Kun Wang 057; Jun He 006; Lei Zhang 130 (CoRR, 2020)

Efficient convolutional neural networks with smaller filters for human activity recognition using wearable sensors. - Yin Tang; Qi Teng; Lei Zhang 130; Fuhong Min; Jun He 006 (CoRR, 2020)

Real-time Human Activity Recognition Using Conditionally Parametrized Convolutions on Mobile and Wearable Devices. - Xin Cheng; Lei Zhang 130; Yin Tang; Yue Liu; Hao Wu 010; Jun He 006 (CoRR, 2020)

DanHAR: Dual Attention Network For Multimodal Human Activity Recognition Using Wearable Sensors. - Wenbin Gao; Lei Zhang 130; Qi Teng; Hao Wu 010; Fuhong Min; Jun He 006 (CoRR, 2020)

Adversarial Hard Attention Adaptation. - Hui Tao; Jun He 006; Quan-Jie Cao; Lei Zhang 130 (Inf., 2020)

DanHAR: Dual Attention Network for multimodal human activity recognition using wearable sensors. - Wenbin Gao; Lei Zhang 130; Qi Teng; Jun He 006; Hao Wu 010 (Appl. Soft Comput., 2021)

Sequential Weakly Labeled Multiactivity Localization and Recognition on Wearable Sensors Using Recurrent Attention Networks. - Kun Wang 057; Jun He 006; Lei Zhang 130 (IEEE Trans. Hum. Mach. Syst., 2021)

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)

Self-gated FM: Revisiting the Weight of Feature Interactions for CTR Prediction. - Zhongxue Li; Hao Wu 010; Xin Wang 114; Yiji Zhao; Lei Zhang 130 (CollaborateCom (1), 2022)

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)

Triple Cross-Domain Attention on Human Activity Recognition Using Wearable Sensors. - Yin Tang; Lei Zhang 130; Qi Teng; Fuhong Min; Aiguo Song (IEEE Trans. Emerg. Top. Comput. Intell., 2022)

Understanding and Improving Channel Attention for Human Activity Recognition by Temporal-Aware and Modality-Aware Embedding. - Chaolei Han 001; Lei Zhang 130; Yin Tang; Shige Xu; Fuhong Min; Hao Wu 010; Aiguo Song (IEEE Trans. Instrum. Meas., 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)

Dual-Branch Interactive Networks on Multichannel Time Series for Human Activity Recognition. - Yin Tang; Lei Zhang 130; Hao Wu 010; Jun He 006; Aiguo Song (IEEE J. Biomed. Health Informatics, 2022)

A lightweight neural network framework using linear grouped convolution for human activity recognition on mobile devices. - Tianyi Liu; Shuoyuan Wang; Yue Liu; Weiming Quan; Lei Zhang 130 (J. Supercomput., 2022)

Mashup-Oriented Web API Recommendation via Multi-Model Fusion and Multi-Task Learning. - Hao Wu 010; Yunhao Duan; Kun Yue; Lei Zhang 130 (IEEE Trans. Serv. Comput., 2022)

Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition. - Shuoyuan Wang; Jindong Wang 005; Huajun Xi; Bob Zhang 001; Lei Zhang 130; Hongxin Wei (CoRR, 2023)

Learning hierarchical time series data augmentation invariances via contrastive supervision for human activity recognition. - Dongzhou Cheng; Lei Zhang 130; Can Bu; Hao Wu 010; Aiguo Song (Knowl. Based Syst., 2023)

Modeling and predicting user preferences with multiple item attributes for sequential recommendations. - Li Xu; Jun Zeng; Weile Peng; Hao Wu 010; Kun Yue; Haiyan Ding; Lei Zhang 130; Xin Wang 114 (Knowl. Based Syst., 2023)

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)

Multiscale Deep Feature Learning for Human Activity Recognition Using Wearable Sensors. - Yin Tang; Lei Zhang 130; Fuhong Min; Jun He 006 (IEEE Trans. Ind. Electron., 2023)

An Efficient Diverse-Branch Convolution Scheme for Sensor-Based Human Activity Recognition. - Chaolei Han 001; Lei Zhang 130; Shige Xu; Xing Wang; Hao Wu 010; Aiguo Song (IEEE Trans. Instrum. Meas., 2023)

Keyword-Driven Service Recommendation Via Deep Reinforced Steiner Tree Search. - Hailong Chen; Hao Wu 010; Jiahui Li; Xin Wang 114; Lei Zhang 130 (IEEE Trans. Ind. Informatics, 2023)

ProtoHAR: Prototype Guided Personalized Federated Learning for Human Activity Recognition. - Dongzhou Cheng; Lei Zhang 130; Can Bu; Xing Wang; Hao Wu 010; Aiguo Song (IEEE J. Biomed. Health Informatics, 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)

Toward Effective Personalized Service QoS Prediction From the Perspective of Multi-Task Learning. - Huiqiang Lian; Jiahui Li; Hao Wu 010; Yiji Zhao; Lei Zhang 130; Xin Wang 114 (IEEE Trans. Netw. Serv. Manag., 2023)

Adversarial Cluster-Level and Global-Level Graph Contrastive Learning for node representation. - Qian Tang; Yiji Zhao; Hao Wu 010; Lei Zhang 130 (Knowl. Based Syst., 2023)

Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition. - Shuoyuan Wang; Jindong Wang 001; Huajun Xi; Bob Zhang 001; Lei Zhang 130; Hongxin Wei (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2023)

FreqSense: Adaptive Sampling Rates for Sensor-Based Human Activity Recognition Under Tunable Computational Budgets. - Guangyu Yang; Lei Zhang 130; Can Bu; Shuaishuai Wang; Hao Wu 010; Aiguo Song (IEEE J. Biomed. Health Informatics, 2023)

Channel Attention for Sensor-Based Activity Recognition: Embedding Features into all Frequencies in DCT Domain. - Shige Xu; Lei Zhang 130; Yin Tang; Chaolei Han 001; Hao Wu 010; Aiguo Song (IEEE Trans. Knowl. Data Eng., 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)

Cooperative Mashup Embedding Leveraging Knowledge Graph for Web API Recommendation. - Chunxiang Zhang; Shaowei Qin; Hao Wu 010; Lei Zhang 130 (IEEE Access, 2024)

A sparse diverse-branch large kernel convolutional neural network for human activity recognition using wearables. - Minghui Yao; Dongzhou Cheng; Lei Zhang 130; Liangdong Liu; Shuangteng Song; Hao Wu 010; Aiguo Song (Appl. Soft Comput., 2024)

Plug-and-play multi-dimensional attention module for accurate Human Activity Recognition. - Junjie Liang; Lei Zhang 130; Can Bu; Guangyu Yang; Hao Wu 010; Aiguo Song (Comput. Networks, 2024)

Dynamic instance-aware layer-bit-select network on human activity recognition using wearable sensors. - Nanfu Ye; Lei Zhang 130; Dongzhou Cheng; Can Bu; Songming Sun; Hao Wu 010; Aiguo Song (Eng. Appl. Artif. Intell., 2024)

Learn From Others and Be Yourself in Federated Human Activity Recognition via Attention-Based Pairwise Collaborations. - Can Bu; Lei Zhang 130; Hengtao Cui; Dongzhou Cheng; Hao Wu 010; Aiguo Song (IEEE Trans. Instrum. Meas., 2024)

A General Multistage Deep Learning Framework for Sensor-Based Human Activity Recognition Under Bounded Computational Budget. - Xing Wang; Lei Zhang 130; Dongzhou Cheng; Yin Tang; Shuoyuan Wang; Hao Wu 010; Aiguo Song (IEEE Trans. Instrum. Meas., 2024)

Effective Graph Modeling and Contrastive Learning for Time-Aware QoS Prediction. - Hao Wu 010; Shuting Tian; Binbin Jin; Yiji Zhao; Lei Zhang 130 (IEEE Trans. Serv. Comput., 2024)

An automatic network structure search via channel pruning for accelerating human activity inference on mobile devices. - Junjie Liang; Lei Zhang 130; Can Bu; Dongzhou Cheng; Hao Wu 010; Aiguo Song (Expert Syst. Appl., 2024)

Dynamic Inference via Localizing Semantic Intervals in Sensor Data for Budget-Tunable Activity Recognition. - Can Bu; Lei Zhang 130; Hengtao Cui; Guangyu Yang; Hao Wu 010 (IEEE Trans. Ind. Informatics, 2024)

TAE: Topic-aware encoder for large-scale multi-label text classification. - Shaowei Qin; Hao Wu 010; Lihua Zhou; Yiji Zhao; Lei Zhang 130 (Appl. Intell., 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)

A Collaborative Compression Scheme for Fast Activity Recognition on Mobile Devices via Global Compression Ratio Decision. - Junjie Liang; Lei Zhang 130; Chaolei Han 001; Can Bu; Hao Wu 010; Aiguo Song (IEEE Trans. Mob. Comput., 2024)

MaskCAE: Masked Convolutional AutoEncoder via Sensor Data Reconstruction for Self-Supervised Human Activity Recognition. - Dongzhou Cheng; Lei Zhang 130; Lutong Qin; Shuoyuan Wang; Hao Wu 010; Aiguo Song (IEEE J. Biomed. Health Informatics, 2024)

Node Clustering on Attributed Graph Using Anchor Sampling Strategy and Debiasing Strategy. - Qian Tang; Yiji Zhao; Hao Wu 010; Lei Zhang 130 (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Diversifying Collaborative Filtering via Graph Spreading Network and Selective Sampling. - Yueting Fang; Hao Wu 010; Yiji Zhao; Lei Zhang 130; Shaowei Qin; Xin Wang 114 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Accelerating Activity Inference on Edge Devices Through Spatial Redundancy in Coarse-Grained Dynamic Networks. - Nanfu Ye; Lei Zhang 130; Di Xiong; Hao Wu 010; Aiguo Song (IEEE Internet Things J., 2024)

Towards Better Accuracy-Efficiency Trade-Offs: Dynamic Activity Inference via Collaborative Learning From Various Width-Resolution Configurations. - Lutong Qin; Lei Zhang 130; Chengrun Li; Chaoda Song; Dongzhou Cheng; Shuoyuan Wang; Hao Wu 010; Aiguo Song (IEEE Trans. Artif. Intell., 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)

Ensemble early exit network on human activity recognition using wearable sensors. - Jianglai Yu; Lei Zhang 130; Dongzhou Cheng; Can Bu; Liangdong Liu; Hao Wu 010; Aiguo Song (Comput. Networks, 2025)

Long kernel distillation in human activity recognition. - Minghui Yao; Dongzhou Cheng; Lei Zhang 130; Li Wang; Hao Wu 010; Aiguo Song (Knowl. Based Syst., 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)

WaveHAR: Learning Wavelet Representation for Wearable Human Activity Recognition. - Minghui Yao; Lei Zhang 130; Dongzhou Cheng; Hao Wu 010; Aiguo Song (IEEE Trans. Instrum. Meas., 2025)

Training-Free Zero-Shot Temporal Action Detection with Vision-Language Models. - Chaolei Han 001; Hongsong Wang; Jidong Kuang; Lei Zhang 130; Jie Gui (CoRR, 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)

Efficient Spatiotemporal-Structural Masking for Dynamic Human Activity Recognition With Optimized Computation. - Nanfu Ye; Lei Zhang 130; Di Xiong; Hao Wu 010; Aiguo Song (IEEE Internet Things J., 2025)

Harnessing the Power of Large Language Model for Effective Web API Recommendation. - Shaowei Qin; Yiji Zhao; Hao Wu 010; Lei Zhang 130; Qiang He 001 (IEEE Trans. Ind. Informatics, 2025)