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cs.SI2024
Pay Attention to Weak Ties: A Heterogeneous Multiplex Representation Learning Framework for Link Prediction
Weiwei Gu, Linbi Lv, Gang Lu +1
Graph neural networks (GNNs) can learn effective node representations that significantly improve link prediction accuracy. However, most GNN-based link prediction algorithms are in…
cs.SI2024
Improving link prediction accuracy of network embedding algorithms via rich node attribute information
Weiwei Gu, Jinqiang Hou, Weiyi Gu
Complex networks are widely used to represent an abundance of real-world relations ranging from social networks to brain networks. Inferring missing links or predicting future ones…