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Author

Zhi-Kun Xu

2 papers indexed here

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Open access Oct 2026

From ESG Performance to New Quality Productive Forces: The Role of Sustained Investor Attention

ESG standards are becoming increasingly important for firms seeking to enhance productive capabilities while pursuing sustainable development. However, limited evidence exists on whether ESG performance is associated with firms’ new quality productive forces (NQPF) and on how investors’ sustained engagement with firm-s...

Jian-Bo Hu, Zhi-Kun Xu, Yu-Ting Linghu · 0 citations
#artificial intelligence Preprint Oct 2026

DeciCAD: Harness-Grounded Learning of Action Policies for CAD Agents

Large Language Model agents operate through closed-loop action policies whose decision space is defined by an agent harness. We investigate how this operating space shapes agent behavior and policy learning in computer-aided design (CAD), a professional domain characterized by persistent state, geometric constraints, a...

Yu-Feng Peng, Yi-Xin Zhang, Zi-Yi Liu et al. · 0 citations

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