Fairness

Survey

• Algorithmic Fairness on Graphs: Methods and Trends, KDD 2022

• Fairness in Networks: Social Capital, Information Access, and Interventions, KDD 2021

• Fairness in Graph Mining: A Survey, TKDE 2021

Research

• Exploring Algorithmic Fairness in Robust Graph Covering Problems, NeurIPS 2019

• Gaps in Information Access in Social Networks, WWW 2019

• Fairness and Bias in Online Selection, ICML 2021

• Balanced Influence Maximization in the Presence of Homophily, WSDM 2021

• Group Fairness in Non-monotone Submodular Maximization

• Individual Fairness for Graph Neural Networks: A Ranking based Approach, KDD 2021

• On the Fairness of Time-Critical Influence Maximization in Social Networks, ICDE 2023