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Author

Chongxiao Wang

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Jul 2026

MoRoute: Dynamic Routing for In-Context Multimodal Video Generation

MoRoute is introduced, a unified multimodal video generation framework that formulates a frozen VLM and a pretrained video DiT with different architectures as heterogeneous experts connected through dynamic layer routing.

Chong Gao, Jie Ma, Zhan Peng et al. · 0 citations
Review Aug 2026

I Seek You in Videos: Identity-Conditioned Queries for Person-Centric Video Reasoning

The Identity-conditioned Queries task is introduced, in which models are required to jointly associate and interpret an input video and a reference image of a person, and leverage this conditioning to address identity grounding, behavior understanding, and temporal reasoning, among other challenges.

Shibo Gao, Chongxiao Wang, Chenglong Huang et al. · 0 citations

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