Knowledge Graph Convolutional Networks for Recommender Systems with Label Smoothness Regularization
標籤平滑正則化推薦系統的知識圖卷積網絡 . 摘要 1. 介紹 2. 現有工作 3. 問題表述 4. 我們的方法：KGCN-LS 4.1 圖卷積神經網絡 4.2 討論 4.3 標籤平滑正則化 4.4 小批量實施 5. 實驗 5.1 數據集和基線 5.2 驗證G和Y之間的連接 5.3 結果 5.4 運行時間分析 6. 結論和未來的工作 .附錄
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相關文章
- 1. Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems
- 2. Knowledge Graph Convolutional Networks for Recommender Systems
- 3. Side Information-Knowledge Graph Convolutional Networks for Recommender Systems閱讀筆記
- 4. Graph Convolutional Neural Networks for Web-Scale Recommender Systems
- 5. 論文閱讀：Knowledge Graph Convolutional Networks for Recommender Systems
- 6. 閱讀總結：《Graph Convolutional Neural Networks for Web-Scale Recommender Systems》
- 7. Graph Convolutional Neural Networks for Web-Scale Recommender Systems閱讀筆記
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- 9. Semi-Supervised Classification with Graph Convolutional Networks
- 10. IMAGE DENOISING WITH GRAPH-CONVOLUTIONAL NEURAL NETWORKS