Balancing Augmentation With Edge Utility Filter for Signed Graph Neural Networks
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Network Science and Engineering"
DOI: 10.1109/tnse.2024.3475379
Abstract: Many real-world networks are signed networks containing positive and negative edges. The existence of negative edges in the signed graph neural network has two consequences. One is the semantic imbalance, as the negative edges are… read more here.
Keywords: edge; utility; signed graph; graph neural ... See more keywords
The impact of negative edges on spreading in signed networks
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Modern Physics C"
DOI: 10.1142/s0129183122500425
Abstract: In signed networks, negative edges represent negative relationships; the increase or gathering of negative interpersonal relationships can lead to social turmoil, which will affect the spreading of diseases or information. Therefore, it is significant to… read more here.
Keywords: negative edges; spreading signed; impact negative; signed networks ... See more keywords