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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Zhenghong Zhou

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Preprint Oct 2026

ALIVE: Interaction-Aligned Object Insertion for First-Frame-Guided Video Editing

Current video editors can insert objects but often struggle to make them participate in interactions such as being picked up or manipulated. We introduce ALIVE, a framework that makes inserted objects"alive"through coherent interactions with the source video's contents, using an edited first frame and an instruction na...

Zheng-Hong Zhou, Zhe L. Lin, Jie-Bo Luo et al. · 1 citation
Preprint Aug 2026

EditStream: A Unified Autoregressive Framework for Interactive Video Generation and Editing

Interactive video generation and editing are becoming increasingly important for creative design. In this report, we introduce EditStream: a unified framework for interactive video generation and editing. EditStream unifies multiple video creation and manipulation tasks within a single DiT-based model through flexible...

Yu-Qian Zhou, Zhenghong Zhou, Zongze Wu et al. · 1 citation

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