3 papers
cs.CR2026
DECEPTICON: How Dark Patterns Manipulate Web Agents
Phil Cuvin, Hao Zhu, Diyi Yang
Deceptive UI designs, widely instantiated across the web and commonly known as dark patterns, manipulate users into performing actions misaligned with their goals. In this paper, w…
cs.AI2025
AutoLibra: Agent Metric Induction from Open-Ended Human Feedback
Hao Zhu, Phil Cuvin, Xinkai Yu +3
Agents are predominantly evaluated and optimized via task success metrics, which are coarse, rely on manual design from experts, and fail to reward intermediate emergent behaviors.…
cs.CV2025
EgoNormia: Benchmarking Physical Social Norm Understanding
MohammadHossein Rezaei, Yicheng Fu, Phil Cuvin +4
Human activity is moderated by norms; however, supervision for normative reasoning is sparse, particularly where norms are physically- or socially-grounded. We thus present EGONORM…