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20242026
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cs.HC2026

Understanding Security and Privacy Perceptions of Content Creators Regarding AI Labels of AI-Generated Content

Shuning Zhang, Hui Wang, Rongjun Ma +4

AI labels, typically implemented via underlying tracing mechanisms such as watermarks and metadata, are crucial for protecting Artificial Intelligence-Generated Content (AIGC) agai…

cs.HC2026

CANote: Empowering Fact-checking Note Writing Through Scaffolded and Provenance-based Human-AI Collaboration

Shuning Zhang, Jingruo Chen, Yuwei Chuai +4

Crowdsourced fact-checking mechanisms, such as X's Community Notes, play a critical role in mitigating the spread of misinformation. However, drafting high-quality, evidence-based…

cs.HC2026

Investigating Novice Researchers' Perceptions of Research Privacy Within LLM-Assisted Workflows

Shuning Zhang, Changxi Wen, Eve He +4

Large Language Model (LLMs)-assisted scholarly workflows introduce critical privacy and intellectual property risks. As a uniquely vulnerable cohort driven by publication pressure…

cs.HC2026

Focused on the User, Overlooking the Risks: Security and Privacy Understandings, Practices and Challenges of Independent Chinese AI Agent Developers

Shuning Zhang, Mingyao Xu, Zhixin Huang +6

The proliferation of AI agents empowers independent developers, defined as individual or small groups who self-initiate projects rather than fulfill client-based contracts, to crea…

cs.HC2026

VisGuardian: A Lightweight Group-based Privacy Control Technique For Front Camera Data From AR Glasses in Home Environments

Shuning Zhang, Qucheng Zang, Yongquan `Owen' Hu +7

Always-on sensing of AI applications on AR glasses makes traditional permission techniques ill-suited for context-dependent visual data, especially within home environments. The ho…

cs.HC2025

Exploring Collaboration Patterns and Strategies in Human-AI Co-creation through the Lens of Agency: A Scoping Review of the Top-tier HCI Literature

Shuning Zhang, Hui Wang, Xin Yi

As Artificial Intelligence (AI) increasingly becomes an active collaborator in co-creation, understanding the distribution and dynamic of agency is paramount. The Human-Computer In…