2025
Adaptive feature selection with flexible mapping for diagnosis and prediction of Parkinson's disease.
Eng. Appl. Artif. Intell., 2025
Parkinson's disease classification and prediction via adaptive sparse learning from multiple modalities.
Biomed. Signal Process. Control., 2025
Incomplete multi-view feature selection with adaptive consensus graph constraint for Parkinson's disease diagnosis.
Appl. Soft Comput., 2025
2024
Discrimination-aware safe semi-supervised clustering.
Inf. Sci., 2024
WAL-Net: Weakly supervised auxiliary task learning network for carotid plaques classification.
Eng. Appl. Artif. Intell., 2024
An image registration-based self-supervised Su-Net for carotid plaque ultrasound image segmentation.
Comput. Methods Programs Biomed., 2024
JoCoRank: Joint correlation learning with ranking similarity regularization for imbalanced fetal brain age regression.
Comput. Biol. Medicine, 2024
Tri-correcting: Label noise correction via triple CNN ensemble for carotid plaque ultrasound image classification.
Biomed. Signal Process. Control., 2024
Alzheimer's disease classification based on brain region-to-sample graph convolutional network.
Biomed. Signal Process. Control., 2024
Self-training with dual uncertainty for semi-supervised MRI image segmentation.
Biomed. Signal Process. Control., 2024
Parkinson's Disease Diagnosis with Sparse Learning of Multi-Modal Adaptive Similarity.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Adaptive Sparse Learning Based on Flexible Graph Embedding for Parkinson's Disease Diagnosis.
Proceedings of the International Joint Conference on Neural Networks, 2024
Contrastive pre-training of Soft-Clustering GCN for diagnosing Alzheimer's disease.
Proceedings of the International Joint Conference on Neural Networks, 2024
BGMA-Net: A Boundary-Guided and Multi-attention Network for Skin Lesion Segmentation.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024
2023
An adaptively weighted ensemble of multiple CNNs for carotid ultrasound image segmentation.
Biomed. Signal Process. Control., May, 2023
Adaptive safety-aware semi-supervised clustering.
Expert Syst. Appl., 2023
Safe semi-supervised clustering based on Dempster-Shafer evidence theory.
Eng. Appl. Artif. Intell., 2023
A multi-task learning framework for carotid plaque segmentation and classification from ultrasound images.
CoRR, 2023
Self-training with dual uncertainty for semi-supervised medical image segmentation.
CoRR, 2023
HD-GCN: A Hybrid Diffusion Graph Convolutional Network.
CoRR, 2023
SAL-Net: Semi-Supervised Auxiliary Learning Network for Carotid Plaques Classification.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023
A Multi-scale and Multi-attention Network for Skin Lesion Segmentation.
Proceedings of the Neural Information Processing - 30th International Conference, 2023
MView-DTI: A Multi-view Feature Fusion-Based Approach for Drug-Target Protein Interaction Prediction.
Proceedings of the Neural Information Processing - 30th International Conference, 2023
LDW-RS Loss: Label Density-Weighted Loss with Ranking Similarity Regularization for Imbalanced Deep Fetal Brain Age Regression.
Proceedings of the Neural Information Processing - 30th International Conference, 2023
SSTVC: Carotid Plaque Classification from Ultrasound Images Using Self-supervised Triple-View Contrast Learning.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2023
2022
A Safe Semi-supervised Graph Convolution Network.
CoRR, 2022
VaeSSC: Enhanced GRN Inference with Structural Similarity Constrained Beta-VAE.
Proceedings of the PRICAI 2023: Trends in Artificial Intelligence, 2022
Hierarchical Pooling Graph Convolutional Neural Network for Alzheimer's Disease Diagnosis.
Proceedings of the PRICAI 2023: Trends in Artificial Intelligence, 2022
TBC-Unet: U-net with Three-Branch Convolution for Gliomas MRI Segmentation.
Proceedings of the Intelligent Computing Theories and Application, 2022
2021
Developing a feature decoder network with low-to-high hierarchies to improve edge detection.
Multim. Tools Appl., 2021
Capped ℓ<sub>1</sub>-norm regularized least squares classification with label noise.
J. Intell. Fuzzy Syst., 2021
Joint exploring of risky labeled and unlabeled samples for safe semi-supervised clustering.
Expert Syst. Appl., 2021
A Multimodal Biomedical Image Registration Method Based on an Improved Genetic Algorithm Inspired by Hybrid Breeding.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021
2020
Spatio-temporal SRU with global context-aware attention for 3D human action recognition.
Multim. Tools Appl., 2020
Finite-time and fixed-time impulsive synchronization of chaotic systems.
J. Frankl. Inst., 2020
A hybrid safe semi-supervised learning method.
Expert Syst. Appl., 2020
2019
Generalization improvement for regularized least squares classification.
Neural Comput. Appl., 2019
Adaptive safety degree-based safe semi-supervised learning.
Int. J. Mach. Learn. Cybern., 2019
Confidence-weighted safe semi-supervised clustering.
Eng. Appl. Artif. Intell., 2019
Image-Dehazing Method Based on the Fusion Coding of Contours and Colors.
IEEE Access, 2019
Safe Semi-Supervised Fuzzy ${C}$ -Means Clustering.
IEEE Access, 2019
2018
An entropy fusion method for feature extraction of EEG.
Neural Comput. Appl., 2018
On using supervised clustering analysis to improve classification performance.
Inf. Sci., 2018
Safety-aware Graph-based Semi-Supervised Learning.
Expert Syst. Appl., 2018
Local homogeneous consistent safe semi-supervised clustering.
Expert Syst. Appl., 2018
Safe Semi-Supervised Extreme Learning Machine for EEG Signal Classification.
IEEE Access, 2018
Dual Learning-Based Safe Semi-Supervised Learning.
IEEE Access, 2018
A multi-task collaborative learning method based on auxiliary training and geometric constraints.
Proceedings of the IEEE Industrial Cyber-Physical Systems, 2018
2017
Gait Recognition Using GA-SVM Method Based on Electromyography Signal.
Proceedings of the Intelligent Robotics and Applications - 10th International Conference, 2017
2016
A risk degree-based safe semi-supervised learning algorithm.
Int. J. Mach. Learn. Cybern., 2016
Towards a probabilistic semi-supervised Kernel Minimum Squared Error algorithm.
Neurocomputing, 2016
Towards designing risk-based safe Laplacian Regularized Least Squares.
Expert Syst. Appl., 2016
2014
Sparsity Based Feature Extraction for Kernel Minimum Squared Error.
Proceedings of the Pattern Recognition - 6th Chinese Conference, 2014
2013
Using clustering analysis to improve semi-supervised classification.
Neurocomputing, 2013
Semi-supervised Kernel Minimum Squared Error Based on Manifold Structure.
Proceedings of the Advances in Neural Networks - ISNN 2013, 2013
An Improved Self-Training for Face Recognition.
Proceedings of the Seventh International Conference on Image and Graphics, 2013
Medical Ultrasonography Denoising Using Sparse Coding Shrinkage.
Proceedings of the Seventh International Conference on Image and Graphics, 2013
Manifold Regularized Gaussian Mixture Model for Semi-supervised Clustering.
Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013
2011
A 65nm dual-band 3-stream 802.11n MIMO WLAN SoC.
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Proceedings of the IEEE International Solid-State Circuits Conference, 2011
Locally Adaptive Shearlet Denoising Based on Bayesian MAP Estimate.
Proceedings of the Sixth International Conference on Image and Graphics, 2011
2010
A Nonlinear Camera Calibration Method Based on Area.
Proceedings of the Information Computing and Applications - International Conference, 2010
2009
Design and implementation of a CMO 802.11n SoC.
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IEEE Commun. Mag., 2009
A single-chip CMOS bluetooth v. 2.1 radio SoC.
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IEEE Commun. Mag., 2009
2008
A Dual-Band CMOS MIMO Radio SoC for IEEE 802.11n Wireless LAN.
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IEEE J. Solid State Circuits, 2008
A Single-Chip CMOS Bluetooth v2.1 Radio SoC.
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IEEE J. Solid State Circuits, 2008
A Dual-Band CMOS MIMO Radio SoC for IEEE 802.11n Wireless LAN.
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Proceedings of the 2008 IEEE International Solid-State Circuits Conference, 2008
2004
Integrated CMOS transmit-receive switch using LC-tuned substrate bias for 2.4-GHz and 5.2-GHz applications.
IEEE J. Solid State Circuits, 2004
2001
An Analytic Expression of Thermal Diffusion Coefficient for the Hydrodynamic Simulation of Semiconductor Devices.
VLSI Design, 2001