Graph Learning with Localized Neighborhood Fairness April Chen Ryan Rossi Nedim Lipka Jane Hoffswell G. Chan Shunan Guo Eunyee Koh Sungchul Kim Nesreen K. Ahmed |
Fairness in Graph Mining: A SurveyIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 |
A Comprehensive Survey on Trustworthy Graph Neural Networks: Privacy,
Robustness, Fairness, and ExplainabilityMachine Intelligence Research (MIR), 2022 |
EDITS: Modeling and Mitigating Data Bias for Graph Neural NetworksThe Web Conference (WWW), 2021 |
DeBayes: a Bayesian Method for Debiasing Network EmbeddingsInternational Conference on Machine Learning (ICML), 2020 |