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Author

Xiao-Yang Liu

2 papers indexed here

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Open access Aug 2026

Does Sustainable Digital Infrastructure Drive New Venture Creation? Evidence from China’s Smart City Pilots

Sustainable Digital Infrastructure plays an increasingly important role in strengthening regional economic resilience and promoting inclusive growth. However, its dynamic effects on nascent entrepreneurship remain underexplored. Treating China’s smart city pilot policy as a quasi-natural experiment, this study uses dat...

Xiao-Yang Liu, Chuan-Xu Wang, Tian-Yu Zhang et al. · 0 citations
#federated learning Review Open access Sep 2026

Artificial Intelligence-Enabled Low-Carbon Transition in Shipping: A Systematic Bibliometric Review

An evidence-informed AI-to-Carbon Value Chain conceptual synthesis comprising data observability, model credibility, decision executability, system coordination, and carbon verification is advanced, although this synthesis is interpretive rather than a validated causal framework.

Xiao-Yang Liu, Chuan-Xu Wang, Ming Yin et al. · 0 citations

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