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20242026
most citedJailbreak Attacks and Defenses against Multimodal Generative Models: A Survey

2 citations · 2 across the 6 of their papers we have counts for

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cs.CV2026

DiverAge: Reliable Pluralistic Face Aging with Cross-Age Identity Relation Guidance

Yueying Zou, Peipei Li, Qianrui Teng +2

Face aging plays an important role in long-term biometric analysis, cross-age identity verification, and forensic identity analysis. Since the same subject may exhibit multiple pla…

cs.CV2026

GenVideoLens: Where LVLMs Fall Short in AI-Generated Video Detection?

Yueying Zou, Pei Pei Li, Zekun Li +4

In recent years, AI-generated videos have become increasingly realistic and sophisticated. Meanwhile, Large Vision-Language Models (LVLMs) have shown strong potential for detecting…

cs.CV2025

Survey on AI-Generated Media Detection: From Non-MLLM to MLLM

Yueying Zou, Peipei Li, Zekun Li +5

The proliferation of AI-generated media poses significant challenges to information authenticity and social trust, making reliable detection methods highly demanded. Methods for de…

cs.CV2024★ 2 cited

Jailbreak Attacks and Defenses against Multimodal Generative Models: A Survey

Xuannan Liu, Xing Cui, Peipei Li +6

The rapid evolution of multimodal foundation models has led to significant advancements in cross-modal understanding and generation across diverse modalities, including text, image…

cs.CV2024

Localize, Understand, Collaborate: Semantic-Aware Dragging via Intention Reasoner

Xing Cui, Peipei Li, Zekun Li +3

Flexible and accurate drag-based editing is a challenging task that has recently garnered significant attention. Current methods typically model this problem as automatically learn…