2025
CCAM: Cross-Channel Association Mining for Ubiquitous Sleep Staging.
IEEE Internet Things J., 2025
2024
Federated Data Quality Assessment Approach: Robust Learning With Mixed Label Noise.
IEEE Trans. Neural Networks Learn. Syst., December, 2024
An adaptive joint optimization framework for pruning and quantization.
Int. J. Mach. Learn. Cybern., November, 2024
Modality Consistency-Guided Contrastive Learning for Wearable-Based Human Activity Recognition.
IEEE Internet Things J., June, 2024
Exploring Structure Incentive Domain Adversarial Learning for Generalizable Sleep Stage Classification.
ACM Trans. Intell. Syst. Technol., February, 2024
Ultra-High Resolution Segmentation via Boundary-Enhanced Patch-Merging Transformer.
CoRR, 2024
An fNIRS representation and fNIRS-scales multimodal fusion method for auxiliary diagnosis of amnestic mild cognitive impairment.
Biomed. Signal Process. Control., 2024
Scalable Multi-view Unsupervised Feature Selection with Structure Learning and Fusion.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
SleepMG: Multimodal Generalizable Sleep Staging with Inter-modal Balance of Classification and Domain Discrimination.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
FedES: Federated Early-Stopping for Hindering Memorizing Heterogeneous Label Noise.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Effective Connectivity-Based Multi-View Feature Learning Method for Dementia Diagnosis with FNIRS Signal.
Proceedings of the IEEE International Conference on Acoustics, 2024
Unsupervised Human Activity Recognition Via Large Language Models and Iterative Evolution.
Proceedings of the IEEE International Conference on Acoustics, 2024
Information Retrieval Optimization for Non-Exemplar Class Incremental Learning.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024
Leveraging Spatial-Temporal-Scale Augmentation to Assess Motor Abilities in Stroke Patients.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024
Utilizing Attention-based Ensemble Mechanism to Identify Discriminative Feature Combinations for Sleep Staging.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024
2023
Adaptive collaborative fusion for multi-view semi-supervised classification.
Inf. Fusion, August, 2023
2022
CLC: A Consensus-based Label Correction Approach in Federated Learning.
ACM Trans. Intell. Syst. Technol., 2022
Dual layer transfer learning for sEMG-based user-independent gesture recognition.
Pers. Ubiquitous Comput., 2022
Human-centered intelligent healthcare: explore how to apply AI to assess cognitive health.
CCF Trans. Pervasive Comput. Interact., 2022
Multi-Source Integration based Transfer Learning Method for Cross-User sEMG Gesture Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2022
Class-Wise Adaptive Self Distillation for Federated Learning on Non-IID Data (Student Abstract).
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
A Feature Adaptive Learning Method for High-Density sEMG-Based Gesture Recognition.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021
What can "drag & drop" tell? Detecting mild cognitive impairment by hand motor function assessment under dual-task paradigm.
Int. J. Hum. Comput. Stud., 2021
2020
Learning Effective Spatial-Temporal Features for sEMG Armband-Based Gesture Recognition.
IEEE Internet Things J., 2020
Bridging Cross-Tasks Gap for Cognitive Assessment via Fine-Grained Domain Adaptation.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Instance-Wise Dynamic Sensor Selection for Human Activity Recognition.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Wearable Sensors Based Automatic Box and Block Test System.
Proceedings of the 2019 IEEE SmartWorld, 2019
2018
Wearing-independent hand gesture recognition method based on EMG armband.
Pers. Ubiquitous Comput., 2018
Less annotation on active learning using confidence-weighted predictions.
Neurocomputing, 2018
COSA: Contextualized and Objective System to Support ADHD Diagnosis.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018