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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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13 papers · 1 filter

cs.HC2025

Position: Human-Robot Interaction in Embodied Intelligence Demands a Shift From Static Privacy Controls to Dynamic Learning

Shuning Zhang, Hong Jia, Simin Li +4

The reasoning capabilities of embodied agents introduce a critical, under-explored inferential privacy challenge, where the risk of an agent generate sensitive conclusions from amb…

cs.HC2025

Conflect: Designing Reflective Thinking-Based Contextual Privacy Policy for Mobile Applications

Shuning Zhang, Sixing Tao, Eve He +5

Privacy policies are lengthy and complex, leading to user neglect. While contextual privacy policies (CPPs) present information at the point of risk, they may lack engagement and d…

cs.HC2025

PrivWeb: Unobtrusive and Content-aware Privacy Protection For Web Agents

Shuning Zhang, Yutong Jiang, Rongjun Ma +5

While web agents gained popularity by automating web interactions, their requirement for interface access introduces significant privacy risks that are understudied, particularly f…

cs.HC2025

Fact-Checking Comments Precede Community Notes to Misleading Posts on X

Shuning Zhang, Dai Shi, Yuwei Chuai +6

Community-based fact-checking systems, such as X's Community Notes program, offer a potentially scalable approach against online misinformation diffusion. However, their efficacy i…

cs.SI2025★ 1 cited

Request a Note: How the Request Function Shapes X's Community Notes System

Yuwei Chuai, Shuning Zhang, Ziming Wang +3

X's Community Notes is a crowdsourced fact-checking system. To improve its scalability, X introduced ``Request Community Note'' feature, enabling users to solicit fact-checks from…

cs.HC2025

Towards Aligning Personalized Conversational Recommendation Agents with Users' Privacy Preferences

Shuning Zhang, Ying Ma, Jingruo Chen +3

The proliferation of AI agents, with their complex and context-dependent actions, renders conventional privacy paradigms obsolete. This position paper argues that the current model…

cs.HC2025

Understanding Users' Privacy Perceptions Towards LLM's RAG-based Memory

Shuning Zhang, Rongjun Ma, Ying Ma +4

Large Language Models (LLMs) are increasingly integrating memory functionalities to provide personalized and context-aware interactions. However, user understanding, practices and…

cs.HC2025

Through Their Eyes: User Perceptions on Sensitive Attribute Inference of Social Media Videos by Visual Language Models

Shuning Zhang, Gengrui Zhang, Yibo Meng +4

The rapid advancement of Visual Language Models (VLMs) has enabled sophisticated analysis of visual content, leading to concerns about the inference of sensitive user attributes an…

cs.HC2025

The Manipulative Power of Voice Characteristics: Investigating Deceptive Patterns in Mandarin Chinese Female Synthetic Speech

Shuning Zhang, Han Chen, Yabo Wang +7

Pervasive voice interaction enables deceptive patterns through subtle voice characteristics, yet empirical investigation into this manipulation lags behind, especially within major…

cs.HC2025

From Patient Burdens to User Agency: Designing for Real-Time Protection Support in Online Health Consultations

Shuning Zhang, Ying Ma, Yongquan `Owen' Hu +4

Online medical consultation platforms, while convenient, are undermined by significant privacy risks that erode user trust. We first conducted in-depth semi-structured interviews w…

cs.HC2025

Evaluating the Efficacy of Large Language Models for Generating Fine-Grained Visual Privacy Policies in Homes

Shuning Zhang, Ying Ma, Xin Yi +1

The proliferation of visual sensors in smart home environments, particularly through wearable devices like smart glasses, introduces profound privacy challenges. Existing privacy c…

cs.HC2025★ 27 cited

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…

cs.HC2025★ 1 cited

Characterizing Unintended Consequences in Human-GUI Agent Collaboration for Web Browsing

Shuning Zhang, Jingruo Chen, Zhiqi Gao +3

The proliferation of Large Language Model (LLM)-based Graphical User Interface (GUI) agents in web browsing scenarios present complex unintended consequences (UCs). This paper char…