Yuanhao Liu

"I Know You Are Discriminatory!": Automated Substantiating for Individual Fairness Auditing of AI Systems

Artificial intelligence (AI) systems are playing an increasingly crucial role in people's lives, and their frequent unfair behaviors raise concerns about fairness. To unveil the unfairness in AI systems, researchers conduct fairness auditing on these systems. However, existing fairness auditing works often focus on gr…