Author

Xinran Liu

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#artificial intelligence Preprint Oct 2026

Nudge the Judge: Uncovering Program Decision Hijacking in Real-World Jev Applications

JevProbe is presented, the first automated framework to evaluate JPDH by tracing adversarial influence from reachable context surfaces through program-consumed decisions to downstream security consequences in real-world Jev applications, and further construct JevProbeBench to support systematic evaluation of JPDH in re...

Yang Luo, Tian-Tian Ji, Zi-Feng Kang et al. · 0 citations

Jul 2026

TraceCLIP: Recovering Local Semantics from Patch-to-CLS Contributions

Dense vision-language understanding, including object localization, region recognition, and open-vocabulary semantic segmentation, requires associating language concepts with spatially grounded visual regions. CLIP provides a strong foundation for these tasks by learning a shared image-text embedding space from large-s...

Xinran Liu, Shouqian Shi, Yutong Chen et al. · arXiv.org · 0 citations