Author

Ming-Can Wang

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Preprint Sep 2026

SUCRe: Selective Uncertainty-Aware Contrastive Representation for Graph Transfer Learning

This work introduces structure-aware entropy-based matching discrepancy, which jointly models feature uncertainty and structural coherence to ensure accurate feature adaptation between graphs and develops a domain-aware semi-hard negative sampling strategy that constructs informative contrastive sets by filtering unrel...

Ming-Can Wang, Jun-Chang Xin, Zhong-Ming Yao et al. · 0 citations

Jul 2026

CSD-GCN: Cross-Modal Self-Distillation Graph Convolutional Network for Alzheimer's Disease Diagnosis.

Alzheimer's disease (AD) is a prevalent neurode generative disorder that demands more comprehensive and precise modeling to unravel its complex pathological mechanisms and multidimensional brain network abnormalities. However, current brain network analysis approaches often suffer from limitations such as single-modal...

Junchang Xin, Jinying Tao, Qi Chen et al. · IEEE transactions on computa... · 0 citations