Dongzhou Cheng

23 papers A* 1Journal 21Unranked 1
YearRankTypeTitle / Venue / Authors
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
Look Inward to Explore Outward: Learning Temperature Policy from LLM Internal States via Hierarchical RL.
CoRR
Yixiao Zhou, Yang Li, Dongzhou Cheng, Hehe Fan, Yu Cheng
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 — conf
Dropping Experts, Recombining Neurons: Retraining-Free Pruning for Sparse Mixture-of-Experts LLMs.
EMNLP (Findings)
Yixiao Zhou, Ziyu Zhao, Dongzhou Cheng, Zhiliang Wu, Jie Gui, Yi Yang, Fei Wu, Yu Cheng, Hehe Fan
2025 J jnl
Dropping Experts, Recombining Neurons: Retraining-Free Pruning for Sparse Mixture-of-Experts LLMs.
CoRR
Yixiao Zhou, Ziyu Zhao, Dongzhou Cheng, Zhiliang Wu, Jie Gui, Yi Yang, Fei Wu, Yu Cheng, Hehe Fan
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 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
RLFR: Extending Reinforcement Learning for LLMs with Flow Environment.
CoRR
Jinghao Zhang, Naishan Zheng, Ruilin Li, Dongzhou Cheng, Zheming Liang, Feng Zhao, Jiaqi Wang
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 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
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
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
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
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
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
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
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