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Author

Cuiling Li

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Review Open access Jul 2026

Context-Aware Crowd Management in Smart Cities: A Scenario-Driven Systematic Review of Sensing, Prediction, and Intervention

Following a rigorous PRISMA protocol, 107 primary empirical studies are synthesized to systematically review context-aware crowd technologies and propose four strategic directions to chart a deployment-oriented roadmap for the integrated Urban Brain.

Rong-Yong Zhao, Jiarong Ren, Cui-Ling Li · 0 citations
Review Open access Jul 2026

Multimodal Video Understanding: A Capability-Based Survey of Alignment, Expression, and Reasoning

A structured, comprehensive survey of the latest MVU progress is presented, establishing a novel three-tier taxonomy that categorizes existing studies into cross-modal alignment, multi-granularity semantic expression and multimodal reasoning.

Rongyong Zhao, Da Pu, Cuiling Li et al. · 0 citations

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