Pitfalls in Link Prediction with Graph Neural Networks: Understanding the Impact of Target-link Inclusion & Better Practices.

@inproceedings{zhu-2024-pitfalls, author = {Jing Zhu and Yuhang Zhou and Vassilis N. Ioannidis and Shengyi Qian and Wei Ai and Xiang Song and Danai Koutra}, editor = {Luz Angelica Caudillo-Mata and Silvio Lattanzi and Andr\'{e}s Mu\~{n}oz Medina and Leman Akoglu and Aristides Gionis and Sergei Vassilvitskii}, title = {{Pitfalls in Link Prediction with Graph Neural Networks: Understanding the Impact of Target-link Inclusion & Better Practices}}, booktitle = {{Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024}}, pages = {994--1002}, publisher = {ACM}, year = {2024}, url = {https://doi.org/10.1145/3616855.3635786}, doi = {https://doi.org/10.1145/3616855.3635786} }