3 papers
cs.CV2026
Detecting and Explaining Fake News Short Videos with Multimodal Content and Real-World Evidence
Yifeng Luo, Yupeng Li, Ming Tang +2
Short-video platforms have become a primary news source for the public, which has also enabled the widespread dissemination of fake news videos. We study the task of fake news vide…
cs.AI2026
ReguSim: Evaluating LLM Agent Rule Grounding in Financial Compliance
Yiyang Luo, Yihang Jiang, Qijun Xie +4
LLM agents in financial markets may cite rules yet still submit orders that violate executable constraints or misread surveillance evidence. We introduce ReguSim, a controlled fina…
cs.AI2026
From Cheap Fakes to Pure Synthesis: Addressing the New Era of T2V Fake News Videos
Yifeng Luo, Yupeng Li, Liang Lan +1
Recent text-to-video (T2V) generation models enable fake news videos to be synthesized from scratch, shifting the threat beyond cheap fakes assembled from existing footage. Such ne…