Search Results for author: Huafei Huang

Found 2 papers, 2 papers with code

FairGT: A Fairness-aware Graph Transformer

1 code implementation26 Apr 2024 Renqiang Luo, Huafei Huang, Shuo Yu, Xiuzhen Zhang, Feng Xia

The design of Graph Transformers (GTs) generally neglects considerations for fairness, resulting in biased outcomes against certain sensitive subgroups.

Fairness feature selection +1

Graph Augmentation Learning

1 code implementation17 Mar 2022 Shuo Yu, Huafei Huang, Minh N. Dao, Feng Xia

To better show the outperformance of GAL, we experimentally validate the effectiveness and adaptability of different GAL strategies in different downstream tasks.

Graph Learning

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