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Yun-Cheng Guo

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Preprint Sep 2026

ManiVid: Unified and Explainable Forensic Analysis of Manipulated Videos

Rapid advances in AI-generated video (AIGV) have increased the risks posed by deceptive video manipulation. Unlike fully synthetic videos, manipulated videos retain most source content and alter only localized regions, making forensic analysis particularly challenging. Existing video forgery research faces two limitati...

Heng-Rui Kang, Zhong-Hao Yan, Yuxuan Yang et al. · 0 citations

#machine learning Preprint Aug 2026

GameWAM: A World Action Model for Video Games

Modern video games combine first-person perception, rapid visual changes, persistent world state, and heterogeneous native controls. Existing game agents map visual and task context directly to actions but lack explicit world dynamics modeling, whereas interactive game world models predict visual futures from supplied...

Yun-Cheng Guo, Zhan-Qiu Zhang, Yiwen Guo et al. · 0 citations