Architecture Matters: Uncovering Implicit Mechanisms in Graph
Contrastive LearningNeural Information Processing Systems (NeurIPS), 2023 |
Data Augmentation on Graphs: A Technical SurveyACM Computing Surveys (ACM CSUR), 2022 |
Graph Data Augmentation for Graph Machine Learning: A SurveyIEEE Data Engineering Bulletin (DEB), 2022 |
Data Augmentation for Deep Graph Learning: A SurveySIGKDD Explorations (SIGKDD Explor.), 2022 |
Augmentations in Graph Contrastive Learning: Current Methodological
Flaws & Towards Better PracticesThe Web Conference (WWW), 2021 |
Contrastive Multi-View Representation Learning on GraphsInternational Conference on Machine Learning (ICML), 2020 |