The meteoric surge of short-form video platforms has totally reshaped the online landscape. Currently, trends indicate a movement towards increased interactive features, such as interactive streaming and enhanced editing applications. Looking ahead, we predict that customized recommendations will become even substantially sophisticated, leading to