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Xuehao Cui

4 accepted papers

2024

Face2QR: A Unified Framework for Aesthetic, Face-Preserving, and Scannable QR Code Generation

NeurIPS 2024poster

Existing methods to generate aesthetic QR codes, such as image and style transfer techniques, tend to compromise either the visual appeal or the scannability of QR codes when they incorporate human face identity. Addressing these imperfections, we present Face2QR—a novel pipeline specifically design…

Cited by 1SourcePDFScholar
2024

On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks

NeurIPS 2024poster

Heterophily, or the tendency of connected nodes in networks to have different class labels or dissimilar features, has been identified as challenging for many Graph Neural Network (GNN) models. While the challenges of applying GNNs for node classification when class labels display strong heterophily…

Cited by 1SourcePDFScholar
2024

Text2QR: Harmonizing Aesthetic Customization and Scanning Robustness for Text-Guided QR Code Generation

CVPR 2024poster

In the digital era QR codes serve as a linchpin connecting virtual and physical realms. Their pervasive integration across various applications highlights the demand for aesthetically pleasing codes without compromised scannability. However prevailing methods grapple with the intrinsic challenge of…