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Wei-Qing Zhuang

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Open access Aug 2026

Research on Improved Methods for LightGCN Based on Diffusion Models

Recommendation systems have become crucial tools for mitigating information overload and enhancing user experience. Among them, LightGCN has achieved remarkable results in both efficiency and performance by simplifying graph convolution operations. However, in scenarios with sparse training data, LightGCN tends to prod...

Wei-Qing Zhuang, Zhikai Chen · 0 citations

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