Author

Bo-Qiang Duan

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Preprint Sep 2026

Latent evolving World Action Model

World Action Models (WAMs) jointly model action generation and environment dynamics and are mostly built on pretrained Video Diffusion Models (VDMs). In VDM-based WAMs, observations are first encoded by a VAE, and the resulting compressed latents are then processed by large video diffusion backbones to extract effectiv...

Xue-Ji Fang, Bo-Qiang Duan, Hua Wu et al. · 0 citations

#artificial intelligence Preprint Sep 2026

Online Video Agent Harness for Long Video Understanding

This work presents VideoXAgent, a purely online video-agent harness for long video understanding that starts from the given video file and user query, plans and decomposes the task, invokes specialized expert tools on demand, and aggregates multimodal evidence to produce a final answer while resolving conflicts among o...

Sen Yang, Bo-Qiang Duan, Jing Yang et al. · 2 citations