Bingcan Guo

schoolHong Kong University of Science and Technologybar_chart#6855 Global Rank

Total Papers

HCI Rank

#6855

Research Areas

Years Active

Recent Publications

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight

The dark patterns, deceptive interface designs manipulating user behaviors, have been extensively studied for their effects on human decision-making and autonomy. Yet, with the rising prominence of LLM-powered GUI agents that automate tasks from high-level intents, understanding how dark patterns affect agents is incr…

CHI '243rd AuthorHuman-LLM Collaboration +1

Charting the Future of AI in Project-Based Learning: A Co-Design Exploration with Students

Students' increasing use of Artificial Intelligence (AI) presents new challenges for assessing their mastery of knowledge and skills in project-based learning (PBL). This paper introduces a co-design study to explore the potential of students' AI usage data as a novel material for PBL assessment. We conducted workshop…

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