Line graph neural networks for link weight prediction

J Liang, C Pu, X Shu, Y Xia, C Xia - Physica A: Statistical Mechanics and its …, 2025 - Elsevier
In real-world networks, predicting the weight (strength) of links is as crucial as predicting the
existence of the links themselves. Previous studies have primarily used shallow graph …

Line Graph Neural Networks for Link Weight Prediction

J Liang, C Pu - arXiv e-prints, 2023 - ui.adsabs.harvard.edu
Link weight prediction is of great practical importance, since real-world networks are often
weighted networks. Previous studies have mainly used shallow graph features for link …