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20232026
most citedExploring Collaboration Patterns and Strategies in Human-AI Co-creation through the Lens of Agency: A Scoping Review of the Top-tier HCI Literature

27 citations · 49 across the 25 of their papers we have counts for

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8 papers · 1 filter

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…

physics.soc-ph2026

Narrative Structure in Tropes: A Computational Analysis of `Friends'

Shun Zhang, Tabia Tanzin Prama, Christopher M. Danforth +1

Tropes are recurring narrative devices in television and film. We carry out a computational analysis of tropes in the sitcom Friends, using human-curated trope annotations from TVT…

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.SI2026

Towards Multi-Agent-Simulation-Based Community Note Evaluation

Changxi Wen, Shuning Zhang, Bohao Chu +5

Community-based fact-checking that relies on cross-consensus is expanding rapidly on social media platforms. However, the delay and low-ratio of cross-consensus community fact-chec…

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.CR2026

Generative AI-Enabled Refund Fraud in Chinese E-Commerce: Investigation on Merchants and Platform Workers

Shuning Zhang, Eve He, Xiao Zhan +4

E-commerce dispute resolution typically relies on the security assumption that digital evidence truthfully reflects physical reality. Generative AI (GenAI) invalidates this threat…

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…