Sijia Xiao

schoolCarnegie Mellon Universitybar_chart#1786 Global Rank

Total Papers

HCI Rank

#1786

Research Areas

Years Active

Recent Publications

Investigating How Leaders Decide on AI Innovations: Opportunities for HCI

Around 90% of CEOs see AI as the “most critical technology for ensuring future profitability and competitiveness.” At the same time, up to 95% of AI projects fail. Currently, little is known about the leaders who approve and guide AI initiatives. We call them AI Deciders. This study investigates how AI Deciders reason…

CHI '263rd AuthorExplainable AI (XAI) +3

Vipera: Blending Visual and LLM-Driven Guidance for Systematic Auditing of Text-to-Image Generative AI

Despite their increasing capabilities, text-to-image generative AI systems are known to produce biased, offensive, and otherwise problematic outputs. While recent advancements have supported testing and auditing of generative AI, existing auditing methods still face challenges in supporting effective exploration of th…

CSCW '251st AuthorTrauma & Abuse

SnuggleSense: Empowering Online Harm Survivors Through a Structured Sensemaking Process

Online interpersonal harm, such as cyberbullying and sexual harassment, remains a pervasive issue on social media platforms. Traditional approaches, primarily content moderation, often overlook survivors' needs and agency. We introduce SnuggleSense, a system that empowers survivors through structured sensemaking. Ins…

CHI '221st AuthorOnline Harassment & Counter-Tools +2

Sensemaking, Support, Safety, Retribution, Transformation: Understanding Adolescents' Needs for Addressing Online Harm

Online harm is a prevalent issue in adolescents' online lives. Restorative justice teaches us to focus on those who have been harmed, ask what their needs are, and engage in the offending party and community members to collectively address the harm. In this research, we conducted interviews and design activities with…

CSCW '211st AuthorMisinformation, Conspiracies, and Manipulations

Sensemaking and the Chemtrail Conspiracy on the Internet: Insights from Believers and Ex-believers

How do people come to believe conspiracy theories, and what role does the internet play in this process as a socio-technical system? We explore these questions by examining online participants in the "chemtrails" conspiracy, the idea that visible condensation trails behind airliners are deliberately sprayed for nefari…

CHI '182nd AuthorInteractive Data Visualization +1

ConsensUs: Supporting Multi-Criteria Group Decisions by Visualizing Points of Disagreement

Groups often face difficulty reaching consensus. For complex decisions with multiple criteria, verbal and written discourse alone may impede groups from pinpointing and moving past fundamental disagreements. To help support consensus building, we introduce ConsensUs, a novel visualization tool that highlights disagree…

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