Guanhua Zhang

schoolUniversity of Stuttgartbar_chart#4740 Global Rank

Total Papers

HCI Rank

#4740

Research Areas

Years Active

Recent Publications

SummAct: Uncovering User Intentions Through Interactive Behaviour Summarisation

Recent work has highlighted the potential of modelling interactive behaviour analogously to natural language. We propose interactive behaviour summarisation as a novel computational task and demonstrate its usefulness for automatically uncovering latent user goals while interacting with graphical user interfaces. We i…

UIST '241st AuthorExplainable AI (XAI) +1

DisMouse: Disentangling Information from Mouse Movement Data

Mouse movement data contain rich information about users, performed tasks, and user interfaces, but separating the respective components remains challenging and unexplored. As a first step to address this challenge, we propose DisMouse – the first method to disentangle user-specific and user-independent information an…

CHI '241st AuthorVisualization Perception & Cognition +1

Mouse2Vec: Learning Reusable Semantic Representations of Mouse Behaviour

The mouse is a pervasive input device used for a wide range of interactive applications. However, computational modelling of mouse behaviour typically requires time-consuming design and extraction of handcrafted features, or approaches that are application-specific. We instead propose Mouse2Vec – a novel self-supervis…

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