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Bingyi Liu

3 papers indexed

arxivcs.HC2026-07-10

Living Inside the Black Box: Behavioral Probing and Adaptation in Mandatory Wearable Sensing

Yibo Meng, Bingyi Liu, Ruiqi Chen, Xiaolan Ding, Shuai Ma

Wearable sensing systems in high-stakes institutional contexts translate behavioral data into consequential judgments, yet wearers have little access to how those judgments are made. We present a qualitative study of 24 individuals who experienced mandatory electronic monitoring…

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arxivcs.HC2026-06-25

"Everyone Says Them": Deception Typologies, Probabilistic Trust, and Grassroots Safety Knowledge Among Gay Dating App Users in China

Yibo Meng, Lyumanshan Ye, Yingfangzhong Sun, Bingyi Liu, Huidi Lu, Xiaolan Ding

Gay dating applications have become critical platforms for sexual minority men to seek relationships and community, yet they also expose users to deceptive interactions that remain underexplored in HCI and CSCW research. This study examines how gay male users in China experience,…

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arxivcs.HC2026-06-25

Reading the Same Data Differently: Interpretive Labor Across System Boundaries in Electronic Monitoring

Yibo Meng, Bingyi Liu, Zhiqi Gao, Shuai Ma, Hongyu Zhou

Electronic monitoring (EM) systems are increasingly used in community corrections to enforce spatial, temporal, and behavioral rules through continuous sensing. While prior work has examined EM as a criminal justice tool or as a mechanism for compliance, less is known about how s…

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