Author

Quanxin Wang

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Preprint Aug 2026

Dynamic Graph Prompting via Topology-Routed Mixed-Curvature Experts

CurvPrompt is proposed, a topology-routed geometry prompting framework for dynamic graphs that significantly advances few-shot link prediction while delivering strong, consistent performance on node classification tasks, validating the necessity of geometry-adaptive prompting.

Quanxin Wang, Xuanting Xie, Bingheng Li et al. · 2 citations