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cs.LG2025★ 3 cited
Multi-view Spectral Clustering on the Grassmannian Manifold With Hypergraph Representation
Murong Yang, Shihui Ying, Xin-Jian Xu +1
Graph-based multi-view spectral clustering methods have achieved notable progress recently, yet they often fall short in either oversimplifying pairwise relationships or struggling…
cs.LG2025
Overlap-aware meta-learning attention to enhance hypergraph neural networks for node classification
Murong Yang, Shihui Ying, Yue Gao +1
Although hypergraph neural networks (HGNNs) have emerged as a powerful framework for analyzing complex datasets, their practical performance often remains limited. On one hand, exi…