Author

Xin-Can Wang

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Preprint Sep 2026

MVWeaver: A Hierarchical Music Video Generation Agent with a Learned Song-to-Visual Bridge

Music videos are an important form of audiovisual expression in contemporary culture. They translate and extend the expressive content of songs through deliberate visual design. Existing automatic music video (MV) generation systems can generate visually plausible shots, yet often struggle with long-form coherence and...

Si-Fei Li, Min-Yan Luo, Xu Li et al. · 0 citations

Preprint Oct 2026

Form and Void: Entangled Composition through an Autonomous AI Agent

Positive and negative space is a fundamental principle in visual composition, supporting visually coherent forms and layered semantic relationships. Generating such compositions is challenging because it requires coordinated control over two semantic concepts that share a common boundary. Although recent text-to-image...

Shi-Wen Wang, Jian Yang, Xu Wang et al. · 0 citations