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Author

Zibin Lin

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#artificial intelligence Preprint Sep 2026

H3-World: Turning Language Understanding into World Control

H3-World, an efficient framework that turns the 33B MiniMax-H3 video generator into an interactive world model, and introduces temporal attention routing, which restricts each instruction to its intended time interval and reduces control leakage across actions.

Dan Chen, Zeqing Wang, Zibin Lin et al. · 1 citation
Jul 2026

HunyuanOCR-1.5: Making Lightweight OCR VLMs Faster and Better

HuyuanOCR-1.5 ranks among the top-tier end-to-end OCR solutions on OmniDocBench v1.6 while achieving new performance milestones across these long-tail tasks, and proposes Agentic Data Flow, an agent-driven data construction system that transforms model weaknesses into executable data requirements and autonomously performs material search, quality verification, and pipeline development.

Gengluo Li, Xingyu Wan, Shangpin Peng et al. · 7 citations · ⚡1

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