黄忠唯｜湖北工业大学｜学者主页

2026

CANDY-Net: Cross-Modal Aligned Dual-Stream Network with Hierarchical Spatial-Frequency Features for Alzheimer’s Disease Classification

Zhi Yang, Lei Cheng, Hai-Tao Gan, Ming Shi, Zhongwei Huang, Bo Cheng, Ji Wang

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2026

DeM-FCN: an ultra-lightweight and purely convolutional framework for edge-native human activity recognition in wearable fitness tracking

Yifeng Xu, Jiahui Li, Zhongwei Huang, Taiyun Cheng, Chao Chen, Baohua Tan, Zongming Tan, Hongbin Chen, Yuanye Zhou

Frontiers in Sports and Active Living

DOI

2026

Learning A Bank of Transferable Prompts for Vision-Language Models

Jiong Wang, Zhongwei Huang, Chong Wang, Endai Huang, Ran Zhou, Hai-Tao Gan, Yingying Zhu, Xiao-Yu Shen

International Conference on Multimedia Retrieval

DOI

2026

Link Prediction Based on Subgraph Learning in Biological Networks

Xiao-Long Liu, Jian-Xia Chen, Wenzhe Chen, Haoran Chen, Zhaoyang Hu, Shi-Hua Yang, Cheng Fang, Zhongwei Huang

Journal of Computational Biology

DOI

2026

EGMA-Net: Edge-guided multi-branch attention fusion network for gestational age prediction from fetal MRI

Jinting Chen, Qing-Song Gao, Ran Zhou, Yang Liu, Wei Xia, Yu Guo, Yi Liu, Zhongwei Huang, Hai-Tao Gan

Digit. Signal Process.

DOI

2026

Adaptive Spectral Graph Attention Filtering Network for Alzheimer's Disease Classification Using Multimodal Data.

Zhi Yang, Bo Cheng, Hai-Tao Gan, Zhongwei Huang, Ran Zhou, Ji Wang

IEEE journal of biomedical and health informatics

DOI

2025

Adaptive feature selection with flexible mapping for diagnosis and prediction of Parkinson's disease

Zhongwei Huang, Jianqiang Li, Jiatao Yang, Jun Wan, Jianxia Chen, Zhi Yang, Ming Shi, Ran Zhou, Hai-Tao Gan

Engineering applications of artificial intelligence

DOI

2025

PKFA-GCN: Prior Knowledge-Guided Feature Alignment Graph Convolutional Network with Effective Connectivity for Alzheimer's Disease Classification

Zhi Yang, Lei Cheng, Hai-Tao Gan, Ming Shi, Zhongwei Huang, Bo Cheng

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2025

Local-Global Attention Network via Online Self-Supervised Learning for Parkinson's Disease Diagnosis

Zhongwei Huang, Chengjia Liang, Yiyuan Peng, Chao Chen, Haijun Lei, Baohua Tan

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2025

Incomplete Multi-View Data Learning via Adaptive Embedding and Partial l2,1 Norm Constraints for Parkinson’s Disease Diagnosis

Zhongwei Huang, Kai Wang, Chao Chen, Jianxia Chen, Jun Wan, Zhi Yang, Ran Zhou, Hai-Tao Gan

IEEE journal of biomedical and health informatics

DOI

2025

SML-Net: Semi-supervised multi-task learning network for carotid plaque segmentation and classification

Hai-Tao Gan, Liang Liu, Furong Wang, Zhi Yang, Zhongwei Huang, Ran Zhou

Comput. Medical Imaging Graph.

DOI

2025

A Multi-task Learning Framework for Carotid Plaque Area Measurement in Imbalanced Datasets

Xin-Yan Fan, Zhenyu Gan, Jiyu Tao, Xin-Yao Cheng, Ji Wang, Ran Zhou, Zhongwei Huang, Hai-Tao Gan

International Conference on Intelligent Computing

DOI

2025

Incomplete Multimodal Alzheimer's Disease Classification via Bidirectional GAN and Spectral Graph Learning

Bo Cheng, Zhi Yang, Hai-Tao Gan, Zhongwei Huang, Ran Zhou, Ming Shi, Lei Cheng

International Conference on Intelligent Computing

DOI

2025

Parkinson's disease classification and prediction via adaptive sparse learning from multiple modalities

Zhongwei Huang, Jianqiang Li, Jiatao Yang, Jun Wan, Jianxia Chen, Zhi Yang, Ming Shi, Ran Zhou, Hai-Tao Gan

Biomedical Signal Processing and Control

DOI

2025

Localized Neighborhood Label Distribution Learning with Manifold-Regularization for Fetal Brain Age Estimation from MRI

Yiyuan Zhou, Ran Zhou, Wei Xia, Yu Guo, Zhongwei Huang, Hai-Tao Gan

International Conference on Intelligent Computing

DOI

2025

Incomplete multi-view feature selection with adaptive consensus graph constraint for Parkinson's disease diagnosis

Zhongwei Huang, Jianqiang Li, Jun Wan, Jianxia Chen, Zhi Yang, Ming Shi, Ran Zhou, Hai-Tao Gan

Applied Soft Computing

DOI

2025

VWV-SSL: Carotid vessel-wall-volume segmentation via sequence structural similarity and augmentation consistency-based self-supervised learning.

Ran Zhou, Furong Wang, Jing Ding, Zhongwei Huang, Hai-Tao Gan, Fumin Guo, Aaron Fenster

IEEE journal of biomedical and health informatics

DOI

2024

Alzheimer's disease classification based on brain region-to-sample graph convolutional network

Zhi Yang, Wenya Liu, Hai-Tao Gan, Zhongwei Huang, Ran Zhou, Ming Shi

Biomedical Signal Processing and Control

DOI

2024

Tri-correcting: Label noise correction via triple CNN ensemble for carotid plaque ultrasound image classification

Ran Zhou, Weiyan Gan, Furong Wang, Zhi Yang, Zhongwei Huang, Hai-Tao Gan

Biomedical Signal Processing and Control

DOI

2024

An Alzheimer's Disease classification network based on MRI utilizing diffusion maps for multi-scale feature fusion in graph convolution.

Zhi Yang, Kang Li, Hai-Tao Gan, Zhongwei Huang, Ming Shi, Ran Zhou

Mathematical biosciences and engineering : MBE

DOI

2024

JoCoRank: Joint correlation learning with ranking similarity regularization for imbalanced fetal brain age regression

Ran Zhou, Yang Liu, Wei Xia, Yu Guo, Zhongwei Huang, Hai-Tao Gan, Aaron Fenster

Comput. Biol. Medicine

DOI

2024

Adaptive Sparse Learning Based on Flexible Graph Embedding for Parkinson’s Disease Diagnosis

Zhongwei Huang, Jianqiang Li, Jiatao Yang, Ran Zhou, Jun Wan, Hai-Tao Gan

IEEE International Joint Conference on Neural Network

DOI

2024

Parkinson's Disease Diagnosis with Sparse Learning of Multi-Modal Adaptive Similarity

Jianqiang Li, Jiatao Yang, Hai-Tao Gan, Zhongwei Huang

IEEE International Symposium on Biomedical Imaging

DOI

2024

Contrastive pre-training of Soft-Clustering GCN for diagnosing Alzheimer’s disease

Si-Hui Ge, Zhi Yang, Hai-Tao Gan, Zhongwei Huang, Ran Zhou, Ji Wang

IEEE International Joint Conference on Neural Network

DOI

2024

Self-training with dual uncertainty for semi-supervised MRI image segmentation

Zhanhong Qiu, Hai-Tao Gan, Ming Shi, Zhongwei Huang, Zhi Yang

Biomedical Signal Processing and Control

DOI

2022

VaeSSC: Enhanced GRN Inference with Structural Similarity Constrained Beta-VAE

Hongmin Zhang, Ming Shi, Zhongwei Huang, Zhi Yang, Ran Zhou, Hai-Tao Gan

Pacific Rim International Conference on Artificial Intelligence

DOI

2022

Hierarchical Pooling Graph Convolutional Neural Network for Alzheimer's Disease Diagnosis

Wenya Liu, Zhi Yang, Hai-Tao Gan, Zhongwei Huang, Ran Zhou, Ming Shi

Pacific Rim International Conference on Artificial Intelligence

DOI

2019

基于关系正则化的帕金森病的诊断和预测方法研究

黄忠唯

《深圳大学》

Computers in Biology and Medicine

Hai-Tao Gan, Lingchao Fu, Ran Zhou, Weiyan Gan, Furong Wang, Xiaoyan Wu, Zhi Yang, Zhongwei Huang

黄忠唯

精选作品

期刊论文

CANDY-Net: Cross-Modal Aligned Dual-Stream Network with Hierarchical Spatial-Frequency Features for Alzheimer’s Disease Classification

DeM-FCN: an ultra-lightweight and purely convolutional framework for edge-native human activity recognition in wearable fitness tracking

Learning A Bank of Transferable Prompts for Vision-Language Models

Link Prediction Based on Subgraph Learning in Biological Networks

EGMA-Net: Edge-guided multi-branch attention fusion network for gestational age prediction from fetal MRI

Adaptive Spectral Graph Attention Filtering Network for Alzheimer's Disease Classification Using Multimodal Data.

Adaptive feature selection with flexible mapping for diagnosis and prediction of Parkinson's disease

PKFA-GCN: Prior Knowledge-Guided Feature Alignment Graph Convolutional Network with Effective Connectivity for Alzheimer's Disease Classification

Local-Global Attention Network via Online Self-Supervised Learning for Parkinson's Disease Diagnosis

Incomplete Multi-View Data Learning via Adaptive Embedding and Partial l2,1 Norm Constraints for Parkinson’s Disease Diagnosis

SML-Net: Semi-supervised multi-task learning network for carotid plaque segmentation and classification

A Multi-task Learning Framework for Carotid Plaque Area Measurement in Imbalanced Datasets

Incomplete Multimodal Alzheimer's Disease Classification via Bidirectional GAN and Spectral Graph Learning

Parkinson's disease classification and prediction via adaptive sparse learning from multiple modalities

Localized Neighborhood Label Distribution Learning with Manifold-Regularization for Fetal Brain Age Estimation from MRI

Incomplete multi-view feature selection with adaptive consensus graph constraint for Parkinson's disease diagnosis

VWV-SSL: Carotid vessel-wall-volume segmentation via sequence structural similarity and augmentation consistency-based self-supervised learning.

Alzheimer's disease classification based on brain region-to-sample graph convolutional network

Tri-correcting: Label noise correction via triple CNN ensemble for carotid plaque ultrasound image classification

An Alzheimer's Disease classification network based on MRI utilizing diffusion maps for multi-scale feature fusion in graph convolution.

JoCoRank: Joint correlation learning with ranking similarity regularization for imbalanced fetal brain age regression

Adaptive Sparse Learning Based on Flexible Graph Embedding for Parkinson’s Disease Diagnosis

Parkinson's Disease Diagnosis with Sparse Learning of Multi-Modal Adaptive Similarity

Contrastive pre-training of Soft-Clustering GCN for diagnosing Alzheimer’s disease

Self-training with dual uncertainty for semi-supervised MRI image segmentation

VaeSSC: Enhanced GRN Inference with Structural Similarity Constrained Beta-VAE

Hierarchical Pooling Graph Convolutional Neural Network for Alzheimer's Disease Diagnosis

基于关系正则化的帕金森病的诊断和预测方法研究

Computers in Biology and Medicine