Author

Gaoyuan Fu

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#federated learning Open access Oct 2026

Causal-enhanced federated transfer learning framework for privacy-preserving cross-organizational strategic collaboration

Cross-organizational strategic collaboration increasingly demands data-driven coordination while confronting stringent privacy constraints and heterogeneous data distributions. This paper proposes a coupled framework integrating causal inference with federated transfer learning to enable effective knowledge sharing acr...

Gaoyuan Fu · Scientific Reports · 0 citations

#reinforcement learning Open access Sep 2026

Knowledge graph-enhanced pre-trained language model for organizational resilience assessment and dynamic capability reconstruction path mining

Abstract Organizational resilience now shapes which firms survive prolonged uncertainty, yet most assessment instruments remain fragmented across indicators and keep structured domain knowledge apart from semantic understanding. This study develops a domain-specific framework in which knowledge graph reasoning and pre-...

Hongwei Niu, Guanyi Xiong, Gaoyuan Fu · Scientific Reports · 0 citations