most citedJPS: Jailbreak Multimodal Large Language Models with Collaborative Visual Perturbation and Textual Steering

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cs.CV2026

LOLGORITHM: Funny Comment Generation Agent For Short Videos

Xuan Ouyang, Bouzhou Wang, Senan Wang +3

Short-form video platforms have become central to multimedia information dissemination, where comments play a critical role in driving engagement, propagation, and algorithmic feed…

cs.CV2026

The Side Effects of Being Smart: Safety Risks in MLLMs' Multi-Image Reasoning

Renmiao Chen, Yida Lu, Shiyao Cui +6

As Multimodal Large Language Models (MLLMs) acquire stronger reasoning capabilities to handle complex, multi-image instructions, this advancement may pose new safety risks. We stud…