Heterophily contrasts with homophily, where nodes sharing similar attributes tend to cluster together. As depicted in Figure 1, within the overarching tree-like ...

Apr 29, 2024 · To address this diversity of substructures, this study aims to investigate the reconstruction of graph neural networks on the symmetric manifold ...

Oct 22, 2024 · To address this diversity of substructures, this study aims to investigate the reconstruction of graph neural networks on the symmetric manifold ...

To address this diversity of substructures, this study aims to investigate the reconstruction of graph neural networks on the symmetric manifold, which offers a ...

Read a pre-publication review of Modeling Tree-like Heterophily on Symmetric Matrix Manifolds on Publons.

Modeling Tree-like Heterophily on Symmetric Matrix Manifolds. Entropy 2024, 26, 377. https://doi.org/10.3390/e26050377. AMA Style. Wu Y, Hu L, Hu J. Modeling ...

Heterophily contrasts with homophily, where nodes sharing similar attributes tend to cluster together. As depicted in Figure 1, within the overarching tree-like ...

Classification results under different propagation layer... Modeling Tree-like Heterophily on Symmetric Matrix Manifolds. Article.

However, the intricate nature of real-world tree-like data presents a considerable challenge, as it frequently displays a heterogeneous composition of tree-like ...