Huizhe Zhang

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Yuchang Zhu (1)Zezhong Xie (1)Huazhen Zhong (1)Jin-Tang Li (1)Liang Chen (1)Zibin Zheng (1)

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Jul 16, 2026

Yuchang Zhu +6Jul 16, 2026

Grad2Fair: A Gradient-driven Approach for Graph Fairness without Demographics

Bypassing demographic assumptions, Grad2Fair achieves superior fairness in GNNs by directly utilizing gradient distributions from misclassified nodes.

Yuchang Zhu, Zezhong Xie, Huizhe Zhang +4

Constitutional AI & AI Ethics

Huizhe Zhang

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Huizhe Zhang

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Papers (1)