Augmentations in Graph Contrastive Learning: Current Methodological Flaws & Towards Better Practices.

@inproceedings{trivedi-2022-augmentations, author = {Puja Trivedi and Ekdeep Singh Lubana and Yujun Yan and Yaoqing Yang and Danai Koutra}, editor = {Fr\'{e}d\'{e}rique Laforest and Rapha\"{e}l Troncy and Elena Simperl and Deepak Agarwal and Aristides Gionis and Ivan Herman and Lionel M\'{e}dini}, title = {{Augmentations in Graph Contrastive Learning: Current Methodological Flaws & Towards Better Practices}}, booktitle = {{WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022}}, pages = {1538--1549}, publisher = {ACM}, year = {2022}, url = {https://doi.org/10.1145/3485447.3512200}, doi = {https://doi.org/10.1145/3485447.3512200} }