2 papers
cs.AI2026
Heterophily-Agnostic Hypergraph Neural Networks with Riemannian Local Exchanger
Li Sun, Ming Zhang, Wenxin Jin +5
Hypergraphs are the natural description of higher-order interactions among objects, widely applied in social network analysis, cross-modal retrieval, etc. Hypergraph Neural Network…
cs.CV2024
CURSOR: Scalable Mixed-Order Hypergraph Matching with CUR Decomposition
Qixuan Zheng, Ming Zhang, Hong Yan
To achieve greater accuracy, hypergraph matching algorithms require exponential increases in computational resources. Recent kd-tree-based approximate nearest neighbor (ANN) method…