Author

Hai-Bo Wang

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Preprint Oct 2026

OmniSeek: Native Tool Integration for Multi-turn Audio-Visual Reasoning

OmniSeek is presented, an agentic framework that transforms an Omni Large Language Model into an active, multi-turn reasoning agent with native tool use that learns adaptive cross-modal evidence seeking and consistently improves audio-visual reasoning performance.

Hai-Bo Wang, Ji-Teng Mu, Jia-Lu Li et al. · 0 citations

#machine learning Preprint Sep 2026

Why Do Video Diffusion Models Violate Physics? Unveiling the Flaws in Attention Mechanisms

Despite impressive visual quality, state-of-the-art video diffusion models often generate content that violates real-world physical laws. While existing solutions rely on external priors or specialized data, we investigate the root cause by exploring the internal mechanisms of these models. Specifically, we present the...

Yue-Yan Li, Hai-Bo Wang, Cai-Xia Yuan et al. · 2 citations