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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

Introduction: International shipping faces the dual imperative of decarbonization and the maintenance of safety and service reliability. However, evidence concerning the conditions under which artificial intelligence (AI) generates verifiable carbon benefits remains fragmented. Methods: This review examines 479 English...

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

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