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Daiyuan Li

2 accepted papers

2025

Generating Long-form Story Using Dynamic Hierarchical Outlining with Memory-Enhancement

NAACL 2025long

Long-form story generation task aims to produce coherent and sufficiently lengthy text, essential for applications such as novel writingand interactive storytelling. However, existing methods, including LLMs, rely on rigid outlines or lack macro-level planning, making it difficult to achieve both co…

2025

Physics-Driven Spatiotemporal Modeling for AI-Generated Video Detection

NeurIPS 2025spotlight

AI-generated videos have achieved near-perfect visual realism (e.g., Sora), urgently necessitating reliable detection mechanisms. However, detecting such videos faces significant challenges in modeling high-dimensional spatiotemporal dynamics and identifying subtle anomalies that violate physical la…

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