@inproceedings{evaluatinggraphneuralnetworksforlink, title = {Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New Benchmarking}, author = {Juanhui Li and Harry Shomer and Haitao Mao and Shenglai Zeng and Yao Ma and Neil Shah and Jiliang Tang and Dawei Yin}, year = {2023}, booktitle = {NeurIPS 2023 11}, eprint = {2306.10453}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2306.10453v3}, }