most citedA Systematic Survey of Model Extraction Attacks and Defenses: State-of-the-Art and Perspectives

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cs.AI2026

Community-Aware Assessment of Social Textual Engagement and Resonance: A Human-Centric Perspective on User-Generated Content Evaluation

Tianjiao Li, Kai Zhao, Xiang Li +2

Traditional Video Quality Assessment (VQA) focuses narrowly on aesthetic fidelity, overlooking the complex social dynamics that define quality in User-Generated Content (UGC). In t…

cs.AI2026

Self-Correction Can Amplify Hallucinations: Fact-Level Repair with Graph-Based Evidence Routing in Multimodal Generation

Kaixiang Zhao, Tianrun Yu, Shawn Huang +3

We study fact-level repair for multimodal generation, where a fluent output may contain specific facts that are not supported by the input. Existing inference-time repair methods o…