2 papers
cs.LG2026
Subgraph Filtering for Fair Graph Neural Networks
Haohui Lu, jiyuan Tian, Fangyu Zhou +1
Graph neural networks (GNNs) can exhibit unfair behavior even when sensitive attributes are excluded from node features, because graph topology and message passing propagate group-…
cs.LG2023
A parameterised model for link prediction using node centrality and similarity measure based on graph embedding
Haohui Lu, Shahadat Uddin
Link prediction is a key aspect of graph machine learning, with applications as diverse as disease prediction, social network recommendations, and drug discovery. It involves predi…