Mingzhe Yang

schoolUniversity of Tokyobar_chart#4688 Global Rank

Total Papers

HCI Rank

#4688

Research Areas

Years Active

Recent Publications

Do Expressions Change Decisions? Exploring the Impact of AI's Explanation Tone on Decision-Making

Explanatory information helps users to evaluate the suggestions offered by AI-driven decision support systems. With large language models, adjusting explanation expressions has become much easier. However, how these expressions influence human decision-making remains largely unexplored. This study investigated the eff…

CHI '241st AuthorAI-Assisted Decision-Making & Automation +1

Fair Machine Guidance to Enhance Fair Decision Making in Biased People

Teaching unbiased decision-making is crucial for addressing biased decision-making in daily life. Although both raising awareness of personal biases and providing guidance on unbiased decision-making are essential, the latter topics remains under-researched. In this study, we developed and evaluated an AI system aimed…

IUI '242nd AuthorGenerative AI (Text, Image, Music, Video)

SwipeGANSpace: Swipe-to-Compare Image Generation via Efficient Latent Space Exploration

Generating preferred images using generative adversarial networks (GANs) is challenging owing to the high-dimensional nature of latent space. In this study, we propose a novel approach that uses simple user-swipe interactions to generate preferred images for users. To effectively explore the latent space with only swi…

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