Author

Youliang Zhang

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Preprint Aug 2026

CoT-Edit: Let CoT Guide Instruction Video Editing

Text-driven instruction-based video editing in complex scenes remains challenging: purely textual prompts often fail to capture precise spatial relationships and physical constraints, resulting in target ambiguity and physically implausible outcomes. To address this, we propose a plan--guide--edit framework that explic...

Sen Liang, Fengbin Guan, Youliang Zhang et al. · 5 citations

Jul 2026

AgentHOI: Multi-Agent Reasoning for Human-Object-Interaction Video Generation via Implicit Representation Alignment

AgentHOI is proposed, a text-driven HOI video generation following a thinking-before-generation framework that bridges the gap between high-level textual intent and physical execution through multi-agent reasoning over perception, interaction, and motion planning.

Ziyao Huang, Shunkai Li, Juan Cao et al. · arXiv.org · 1 citation