Author

Youyi Song

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Aug 2026

Conditional Flow Matching-based Semi-supervised Segmentation for Quality Assessment of Fundus Images.

This framework provides an annotation-efficient solution for objective fundus image quality assessment, demonstrating a high concordance with expert measurements and outperforms other compared semi-supervised methods.

Run-Chang Zhou, Zhen-Quan Wu, Xin-Yu Zhao et al. · IEEE journal of biomedical a... · 0 citations

Preprint Aug 2026

RAVEN: Frozen Random Graph Reservoirs with Physics-Informed Interaction Fingerprints for Protein-Ligand Binding Affinity Prediction

The results indicate that frozen multi-view graph representations, explicit physicochemical statistics, and heterogeneous model fusion provide a robust and flexible framework for protein-ligand binding-affinity prediction.

Qingyan Zou, Jia-Yi Huang, Hangbo Xie et al. · 0 citations