The significant surge of short-form video platforms has completely reshaped the media landscape. Currently, trends indicate a shift towards greater interactive features, such as live broadcasting and enhanced editing applications. Examining ahead, we expect that personalized recommendations will become even increasingly complex, leading to speciali