Bipartite graph is a kind of special graph. Generally, it is used for solving matching problems such as assignment problem, fault diagnosis problem and so on. But from the definition, bipartite graph ...

With the development of natural language processing techniques, scholars have proposed various academic paper classification methods based on text analysis. In early research, the focus was mainly on ...

Extensive experiments are conducted and demonstrate that our proposed framework outperforms the state-of-the-art methods for both small-scale and large-scale graphs regardless of their heterophilic ...

For graph-level classification, pooling operations, categorized into global and hierarchical methods, are crucial. Hierarchical pooling, like DiffPool, clusters nodes but has limitations addressed by ...

This behavior is also confirmed by the plots in Figures 2B–F where the CV is stabilized for a threshold τ > 0.65, and does not modify the topology of the graph. Thus, we chose to apply a threshold τ ...

Bipartite graph is a kind of special graph. Generally, it is used for solving matching problems such as assignment problem, fault diagnosis problem and so on. But from the definition, bipartite graph ...