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RSS订阅原创 A Heterogeneous Graph Neural Model for Cold-start Recommendation(SIGIR20)
原文链接A Heterogeneous Graph Neural Model for Cold-start Recommendation | Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrievalhttps://dl.acm.org/doi/abs/10.1145/3397271.34012521 INTRODUCTION问题...
2022-01-13 21:04:29
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原创 LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation(SIGIR2020)
原文链接[2002.02126] LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation (arxiv.org)https://arxiv.org/abs/2002.02126代码GitHub - kuandeng/LightGCNhttps://github.com/kuandeng/LightGCN1 INTRODUCTION Neural Graph Collaborative...
2022-01-12 21:13:43
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原创 Self-supervised Graph Learning for Recommendation(SIGIR2021)
原文链接Self-supervised Graph Learning for Recommendationhttps://arxiv.org/abs/2010.10783v4INTRODUCTION1、目前基于GCN的推荐模型仍存在一些局限性：①Sparse Supervision Signal---稀疏的监督信号②Skewed Data Distribution---长尾效应③Noises in Interactions---隐反馈常常包含噪声为解决以上问题，引入自监督self..
2022-01-12 16:11:48
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原创 Graph Learning based Recommender Systems: A ReviewyIJCAI2021一篇基于图学习的推荐系统综述
原文链接Graph Learning based Recommender Systems: A Review (ijcai.org)根据RS中的数据分类GLRS Built on General Interaction DataThe recommendation task based on this general interaction data is usually formulated as a matrix completion task.it is challenging..
2022-01-10 21:32:11
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原创 Anoconda和PyTorch安装过程中遇到的一些问题及解决方法汇总
1.Anaconda Navigator打不开方法1：尝试用管理员权限，依然打不开方法2：Windows里Anaconda-Navigator无法打开的解决方案（详细，已验证可行）_yiyayiya557的博客-优快云博客_anaconda navigator尝试之后出现黑屏闪退方法3：(1条消息) anaconda navigator 打不开-解决方案_ljq354004063的博客-优快云博客pip uninstall PyQt5显示没有安装PyQt5pip i..
2021-08-19 22:13:15
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