Link prediction tasks focus on predicting possible future connections. Most existing researches measure the likelihood of links by different similarity scores node pairs and predict between nodes. However, similarity-based approaches have some challenges in information loss nodes generalization ability indexes. To address above issues, we propose a Line Graph Contrastive Learning (LGCL) method ...