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Author

Xiao-Sheng Cai

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Review Open access Aug 2026

A Review of Retrieval-Augmented Generation Technology

Retrieval-augmented generation has emerged as a core technological paradigm for addressing the bottlenecks of hallucinations and knowledge lag in large language models. However, many existing reviews focus on a single technical branch or vertical application scenario, making only scattered references to hardware, evalu...

Peng Jiang, Xiao-Sheng Cai · 0 citations
Conference Jul 2026

FE-GAN: feature enhancement and fine-grained interaction for text-to-image synthesis

A GAN-based method for generating images from text by introducing multi-kernel convolution into the generator and replacing standard convolutions with multi-layer nested convolutions combined with dynamic gating weighting is proposed, thereby improving the fine-grained quality of generated images.

Pengkui Wang, Xiao-Sheng Cai · 0 citations

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