3 papers
cs.LG2025
Neighborhood-Order Learning Graph Attention Network for Fake News Detection
Batool Lakzaei, Mostafa Haghir Chehreghani, Alireza Bagheri
Fake news detection is a significant challenge in the digital age, which has become increasingly important with the proliferation of social media and online communication networks.…
cs.LG2025
A Decision-Based Heterogenous Graph Attention Network for Multi-Class Fake News Detection
Batool Lakzaei, Mostafa Haghir Chehreghani, Alireza Bagheri
A promising tool for addressing fake news detection is Graph Neural Networks (GNNs). However, most existing GNN-based methods rely on binary classification, categorizing news as ei…
cs.LG2024
LOSS-GAT: Label Propagation and One-Class Semi-Supervised Graph Attention Network for Fake News Detection
Batool Lakzaei, Mostafa Haghir Chehreghani, Alireza Bagheri
In the era of widespread social networks, the rapid dissemination of fake news has emerged as a significant threat, inflicting detrimental consequences across various dimensions of…