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Author

Xiao Zhang

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Book Open access Nov 2026

Remote Sensing Image-Text Retrieval via Hierarchical and Targeting Semantic Alignment

Remote sensing image-text retrieval (RSITR) can facilitate visual language mining in spatial scenarios, which holds significant importance for aviation and aerospace applications. Existing RSITR methods often lack joint coarse-grained and fine-grained alignment, or their unified learning strategies are inefficient. Add...

Bo Li, Xiao Zhang, Xing Wei et al. · 0 citations
Review Open access Oct 2026

From knowledge retrieval to generation: a comprehensive study of RAG's architectures, evolution, and applications

Large Language Models (LLMs) have demonstrated strong capabilities in natural language understanding, generation, and reasoning, but their reliance on static parametric knowledge still leads to knowledge staleness, hallucinations, limited domain adaptability, weak traceability, and high updating costs in knowledge-in...

Xiao-Ling Shu, Xiao Zhang, Rui-Xin Wang et al. · 0 citations

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