Yu Liang

schoolTechnical University Eindhovenbar_chart#9983 Global Rank

Total Papers

HCI Rank

#9983

Research Areas

Years Active

Recent Publications

Benefits of Machine Learning Explanations: Improved Learning in an AI-assisted Sequence Prediction Task

Research in Explainable AI (XAI) has shown that explanations can improve users' understanding of AI models, improve user performance and potentially reduce overreliance on AI predictions. However, this is mostly evaluated by static rather than dynamic measures, and the role of XAI on learning over trials is rarely stu…

IUI '211st AuthorRecommender System UX +1

Interactive music genre exploration with visualization and mood control

Recommender systems can be used to help users discover novel items and explore new tastes, for example in music genre exploration. However, little work has studied how to improve users' understandability and acceptance of novel items. In this paper, we investigate how visualization as well as mood control affects the…

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