3 papers
cs.CV2026
VisualLeakBench: Reproducible Action-Boundary Propagation Failures in Vision-Language Agents
Youting Wang, Yuan Tang, Yitian Qian +1
Vision-language agents increasingly consume screenshots, documents, and user interfaces before writing to memory, sending messages, or invoking external tools. We study a concrete…
cs.CV2026
VisualLeakBench: Auditing the Fragility of Large Vision-Language Models against PII Leakage and Social Engineering
Youting Wang, Yuan Tang, Yitian Qian +1
As Large Vision-Language Models (LVLMs) are increasingly deployed in agent-integrated workflows and other deployment-relevant settings, their robustness against semantic visual att…
cs.IR2026
Do Deployment Constraints Make LLMs Hallucinate Citations? An Empirical Study across Four Models and Five Prompting Regimes
Chen Zhao, Yuan Tang, Yitian Qian
LLMs are increasingly used to draft academic text and to support software engineering (SE) evidence synthesis, but they often hallucinate bibliographic references that look legitim…