Confidence-weighted safe semi-supervised clustering. - Haitao Gan; Yingle Fan; Zhizeng Luo; Rui Huang 001; Zhi Yang 006 (Eng. Appl. Artif. Intell., 2019)

Adaptive safety degree-based safe semi-supervised learning. - Nong Sang; Haitao Gan; Yingle Fan; Wei Wu 021; Zhi Yang 006 (Int. J. Mach. Learn. Cybern., 2019)

Capped ℓ1-norm regularized least squares classification with label noise. - Zhi Yang 006; Haitao Gan; Xuan Li; Cong Wu (J. Intell. Fuzzy Syst., 2021)

TBC-Unet: U-net with Three-Branch Convolution for Gliomas MRI Segmentation. - Yongpu Yang; Haitao Gan; Zhi Yang 006 (ICIC (2), 2022)

Hierarchical Pooling Graph Convolutional Neural Network for Alzheimer's Disease Diagnosis. - Wenya Liu; Zhi Yang 006; Haitao Gan; Zhongwei Huang; Ran Zhou 002; Ming Shi 001 (PRICAI (1), 2022)

VaeSSC: Enhanced GRN Inference with Structural Similarity Constrained Beta-VAE. - Hongmin Zhang; Ming Shi 001; Zhongwei Huang; Zhi Yang 006; Ran Zhou 002; Haitao Gan (PRICAI (1), 2022)

A Safe Semi-supervised Graph Convolution Network. - Zhi Yang 006; Yadong Yan; Haitao Gan; Jing Zhao; Zhiwei Ye (CoRR, 2022)

SSTVC: Carotid Plaque Classification from Ultrasound Images Using Self-supervised Triple-View Contrast Learning. - Cheng Li; Xiaoyue Fang; Ran Zhou 002; Zhi Yang 006; Haitao Gan (ICIC (3), 2023)

MView-DTI: A Multi-view Feature Fusion-Based Approach for Drug-Target Protein Interaction Prediction. - Jiahui Wen; Haitao Gan; Zhi Yang 006; Ming Shi 001; Ji Wang (ICONIP (10), 2023)

SAL-Net: Semi-Supervised Auxiliary Learning Network for Carotid Plaques Classification. - Lingchao Fu; Haitao Gan; Weiyan Gan; Zhi Yang 006; Ran Zhou 002; Furong Wang (SMC, 2023)

Semi-Supervised Carotid Plaque Image Classification Using Feature Correction and Pseudo-Label Balance Correction. - Wenjie Yu; Weiyan Gan; Furong Wang; Zhi Yang 006; Ming Shi 001; Ran Zhou 002 (SMC, 2023)

HD-GCN: A Hybrid Diffusion Graph Convolutional Network. - Zhi Yang 006; Kang Li; Haitao Gan; Zhongwei Huang; Ming Shi 001 (CoRR, 2023)

Self-training with dual uncertainty for semi-supervised medical image segmentation. - Zhanhong Qiu; Haitao Gan; Ming Shi 001; Zhongwei Huang; Zhi Yang 006 (CoRR, 2023)

Safe semi-supervised clustering based on Dempster-Shafer evidence theory. - Haitao Gan; Zhi Yang 006; Ran Zhou 002; Li Guo; Zhiwei Ye; Rui Huang 001 (Eng. Appl. Artif. Intell., 2023)

Adaptive safety-aware semi-supervised clustering. - Haitao Gan; Zhi Yang 006; Ran Zhou 002 (Expert Syst. Appl., 2023)

Contrastive pre-training of Soft-Clustering GCN for diagnosing Alzheimer's disease. - Sihui Ge; Zhi Yang 006; Haitao Gan; Zhongwei Huang; Ran Zhou 002; Ji Wang (IJCNN, 2024)

Self-training with dual uncertainty for semi-supervised MRI image segmentation. - Zhanhong Qiu; Haitao Gan; Ming Shi 001; Zhongwei Huang; Zhi Yang 006 (Biomed. Signal Process. Control., 2024)

Alzheimer's disease classification based on brain region-to-sample graph convolutional network. - Zhi Yang 006; Wenya Liu; Haitao Gan; Zhongwei Huang; Ran Zhou 002; Ming Shi 001 (Biomed. Signal Process. Control., 2024)

Tri-correcting: Label noise correction via triple CNN ensemble for carotid plaque ultrasound image classification. - Ran Zhou 002; Weiyan Gan; Furong Wang; Zhi Yang 006; Zhongwei Huang; Haitao Gan (Biomed. Signal Process. Control., 2024)

WAL-Net: Weakly supervised auxiliary task learning network for carotid plaques classification. - Haitao Gan; Lingchao Fu; Ran Zhou 002; Weiyan Gan; Furong Wang; Xiaoyan Wu; Zhi Yang 006; Zhongwei Huang (Eng. Appl. Artif. Intell., 2024)

Discrimination-aware safe semi-supervised clustering. - Haitao Gan; Weiyan Gan; Zhi Yang 006; Ran Zhou 002 (Inf. Sci., 2024)

Incomplete Multimodal Alzheimer's Disease Classification via Bidirectional GAN and Spectral Graph Learning. - Bo Cheng; Zhi Yang 006; Haitao Gan; Zhongwei Huang; Ran Zhou 002; Ming Shi 001; Lei Cheng (ICIC (9), 2025)

Incomplete multi-view feature selection with adaptive consensus graph constraint for Parkinson's disease diagnosis. - Zhongwei Huang; Jianqiang Li 005; Jun Wan; Jianxia Chen; Zhi Yang 006; Ming Shi 001; Ran Zhou 002; Haitao Gan (Appl. Soft Comput., 2025)

Parkinson's disease classification and prediction via adaptive sparse learning from multiple modalities. - Zhongwei Huang; Jianqiang Li 005; Jiatao Yang; Jun Wan; Jianxia Chen; Zhi Yang 006; Ming Shi 001; Ran Zhou 002; Haitao Gan (Biomed. Signal Process. Control., 2025)

SML-Net: Semi-supervised multi-task learning network for carotid plaque segmentation and classification. - Haitao Gan; Liang Liu; Furong Wang; Zhi Yang 006; Zhongwei Huang; Ran Zhou 002 (Comput. Medical Imaging Graph., 2025)

FeaCL: Carotid plaque classification from ultrasound images using feature-level and instance-level contrast learning. - Cheng Li; Kai Wang; Haitao Gan; Ran Zhou 002; Xinyao Cheng; Zhi Yang 006 (Comput. Medical Imaging Graph., 2025)

Adaptive feature selection with flexible mapping for diagnosis and prediction of Parkinson's disease. - Zhongwei Huang; Jianqiang Li 005; Jiatao Yang; Jun Wan; Jianxia Chen; Zhi Yang 006; Ming Shi 001; Ran Zhou 002; Haitao Gan (Eng. Appl. Artif. Intell., 2025)