Author

Jin-Dong Gu

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Preprint Sep 2026

Automatic Red Teaming for Implicit Vulnerabilities of Text-to-Image Models

Adversarial Probing for Implicit VulnErabilities (AdvPIE), a multimodal agentic framework to expose implicit vulnerabilities without requiring access to the parameters of target models, is proposed.

Chang-Sha Ma, Junlin Han, Shuo Chen et al. · 0 citations

#natural language process... Review Sep 2026

PaperDoctor: Evidence-Grounded and Actionable Feedback for Scientific Papers in Progress

Autoresearch agents are reshaping the research ecosystem, but they can also let flawed claims enter the literature at scale. Human advisors catch such issues in drafts through careful, traceable feedback, yet advisor-style assessment requires extensive manual effort and does not scale. To shift automated paper assessme...

K. Lin, Si-Yuan Hu, Pan Lu et al. · 1 citation