Yanghuidi Cheng

schoolCarnegie Mellon Universitybar_chart#6418 Global Rank

Total Papers

HCI Rank

#6418

Research Areas

Years Active

Recent Publications

Improving Human-AI Partnerships in Child Welfare: Understanding Worker Practices, Challenges, and Desires for Algorithmic Decision Support

AI-based decision support tools (ADS) are increasingly used to augment human decision-making in high-stakes, social contexts. As public sector agencies begin to adopt ADS, it is critical that we understand workers’ experiences with these systems in practice. In this paper, we present findings from a series of intervie…

CHI '225th+ AuthorAI-Assisted Decision-Making & Automation +1

How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions

Machine learning tools have been deployed in various contexts to support human decision-making, in the hope that human-algorithm collaboration can improve decision quality. However, the question of whether such collaborations reduce or exacerbate biases in decision-making remains underexplored. In this work, we conduc…

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