Author

Xin-Yao Liao

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Preprint Sep 2026

ConsistWorld: Evidence Routing for Consistent Multi-Agent World Models

Autoregressive video world models enable temporally coherent generation for a single observer. Extending them to multiple agents requires consistency across independently controlled views and temporal gaps under causal streaming. We present ConsistWorld, a multi-agent world model that generates camera-controlled video...

Qian-Xun Xu, Xian-Fang Zeng, Xin-Yao Liao et al. · 0 citations

#artificial intelligence Preprint Sep 2026

Precise Editing and Flexible Referencing for Interactable Worlds

We present EditWorld, a video world model for precise editing and flexible referencing in interactable worlds. Existing video world models primarily focus on navigation, letting users explore generated worlds but offering limited control over how existing world content is modified. EditWorld extends world modeling from...

Xin-Yao Liao, Xian-Fang Zeng, Zhu Liang et al. · 0 citations