Author

Dongzhou Cheng

Observed name: Cheng, Dongzhou

Institutions: Shanghai Innovation Institute, Southeast University

Observed institutions: Nanjing Normal University, Yunnan University, Shanghai Innovation Institute, Southeast University

ORCID: 0000-0003-1575-6292

Observed ORCID: 0000-0003-1575-6292

OpenAlex ID: A5090593667

ProtoHAR: Prototype Guided Personalized Federated Learning for Human Activity Recognition

2023 · Dongzhou Cheng, Lei Zhang, et al. · IEEE Journal of Biomedical and Health Informatics · 93

Learning hierarchical time series data augmentation invariances via contrastive supervision for human activity recognition

2023 · Dongzhou Cheng, Lei Zhang, et al. · Knowledge-Based Systems · 55

MaskCAE: Masked Convolutional AutoEncoder via Sensor Data Reconstruction for Self-Supervised Human Activity Recognition

2024 · Dongzhou Cheng, Lei Zhang, et al. · IEEE Journal of Biomedical and Health Informatics · 31

An automatic network structure search via channel pruning for accelerating human activity inference on mobile devices

2023 · Junjie Liang, Lei Zhang, et al. · Expert Systems with Applications · 30

Revisiting Large-Kernel CNN Design via Structural Re-Parameterization for Sensor-Based Human Activity Recognition

2024 · Minghui Yao, Lei Zhang, et al. · IEEE Sensors Journal · 25

Learn From Others and Be Yourself in Federated Human Activity Recognition via Attention-Based Pairwise Collaborations

2024 · Can Bu, Lei Zhang, et al. · IEEE Transactions on Instrumentation and Measurement · 16

Robust Human Activity Recognition via Wearable Sensors Using Dynamic Gaussian Kernel Learning

2024 · Shuaishuai Wang, Yixiang Sun, et al. · IEEE Sensors Journal · 15

Towards Better Accuracy-Efficiency Trade-Offs: Dynamic Activity Inference via Collaborative Learning From Various Width-Resolution Configurations

2024 · Lutong Qin, Lei Zhang, et al. · IEEE Transactions on Artificial Intelligence · 12

Dynamic instance-aware layer-bit-select network on human activity recognition using wearable sensors

2024 · Nanfu Ye, Lei Zhang, et al. · Engineering Applications of Artificial Intelligence · 12

RepMobile: A MobileNet-Like Network With Structural Reparameterization for Sensor-Based Human Activity Recognition

2024 · Jianglai Yu, Lei Zhang, et al. · IEEE Sensors Journal · 12

Improving Human Activity Recognition With Wearable Sensors Through BEE: Leveraging Early Exit and Gradient Boosting

2024 · Jianglai Yu, Lei Zhang, et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 10

Sensor-Prompt Tuning: Aligning Time Series Foundational Models With Motion Sensors for Few-Shot Activity Recognition

2026 · Xin Liu, Dongzhou Cheng, et al. · IEEE Transactions on Mobile Computing · 9

WaveHAR: Learning Wavelet Representation for Wearable Human Activity Recognition

2025 · Minghui Yao, Lei Zhang, et al. · IEEE Transactions on Instrumentation and Measurement · 8

A sparse diverse-branch large kernel convolutional neural network for human activity recognition using wearables

2024 · Minghui Yao, Dongzhou Cheng, et al. · Applied Soft Computing · 8

Relaxed Relational Knowledge Distillation for Inter–Intra Class Learning in Human Activity Recognition

2024 · Li Wang, Lei Zhang, et al. · IEEE Sensors Journal · 7

Long kernel distillation in human activity recognition

2025 · Minghui Yao, Dongzhou Cheng, et al. · Knowledge-Based Systems · 6

Beyond Grids: Scaling Up Continuous Kernels via Adaptive Point Representations for Sensor-Based Human Activity Recognition

2024 · Minghui Yao, Lei Zhang, et al. · IEEE Sensors Journal · 6

Deconfounding Causal Inference through Two-branch Framework with Early-forking for Sensor-based Cross-domain Activity Recognition

2025 · Di Xiong, Lei Zhang, et al. · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 5

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DeepSenseMoE: Harnessing Power of Time Series Foundation Models for Few-Shot Human Activity Recognition

2026 · Zenan Fu, Dongzhou Cheng, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 4

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Deep convolutional state space model as human activity recognizer

2025 · Li Wang, Can Bu, et al. · Information Fusion · 4

Fixing deep early exit ensembles for sensor-based human activity recognition through uncertainty quantification

2025 · Xin Liu, Lei Zhang, et al. · Applied Soft Computing · 4

Ensemble early exit network on human activity recognition using wearable sensors

2025 · Jianglai Yu, Lei Zhang, et al. · Computer Networks · 4

Dropping Experts, Recombining Neurons: Retraining-Free Pruning for Sparse Mixture-of-Experts LLMs

2025 · Yixiao Zhou, Ziyu Zhao, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 4

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Learning Sensor Sample-Reweighting for Dynamic Early-Exit Activity Recognition Via Meta Learning

2024 · Zenan Fu, Lei Zhang, et al. · IEEE Journal of Biomedical and Health Informatics · 3

Diffusion-facilitated knowledge distillation in human activity recognition

2025 · Li Wang, Lei Zhang, et al. · Neurocomputing · 2

Works count: 35

Citation count: 387

H-index: 10

I10-index: 11