LLMRec: Large Language Models with Graph Augmentation for Recommendation 来源：WSDM 2024 摘...
IP属地：北京
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LLMRec: Large Language Models with Graph Augmentation for Recommendation -
另外一则趣事分享：面试时提到了这个方法，负责人说他看了一眼题目就没看了，显然用到奇异值分解的方法在工业界没什么价值~
ICLR'23 LightGCL: SIMPLE YET EFFECTIVE GRAPH CONTRASTIVE LEARNING FOR RECOMMENDATION
LightGCL: SIMPLE YET EFFECTIVE GRAPH CONTRASTIVE LEARNING FOR RECOMMENDATION LightGCL:简...
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SIGIR'2023 Generative Sequential Recommendation with GPTRecGenerative Sequential Recommendation with GPTRec 来源：SIGIR 2023 摘要：顺序推荐旨在预测序列中的下一个项目。最近，...
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SIGIR'23 Graph Masked Autoencoder for Sequential RecommendationGraph Masked Autoencoder for Sequential Recommendation 来源：SIGIR 2023 摘要：目前对比方法在推荐领域大放异彩...
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多个STAM应该是提取不同潜在空间中的特征吧，高阶交互信息应该是公式5层层传播的结果？
WWW'22 STAM: A Spatiotemporal Aggregation Method for Graph Neural Network-based Recommendation
STAM: A Spatiotemporal Aggregation Method for Graph NeuralNetwork-based Recommendation ...
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ICLR'23 LightGCL: SIMPLE YET EFFECTIVE GRAPH CONTRASTIVE LEARNING FOR RECOMMENDATIONLightGCL: SIMPLE YET EFFECTIVE GRAPH CONTRASTIVE LEARNING FOR RECOMMENDATION LightGCL:简...
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CIKM'22 Multi-level Contrastive Learning Framework for Sequential RecommendationMulti-level Contrastive Learning Framework for Sequential Recommendation 用于序列推荐的多层次对比学习...
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DSGC：双空间图对比学习论文标题：Dual Space Graph Contrastive Learning论文链接：https://arxiv.org/abs/2201.07409[https:/...
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TKDE'22 XSimGCL: Towards Extremely Simple Graph Contrastive Learning for RecommendationXSimGCL: Towards Extremely Simple Graph Contrastive Learning for Recommendation XSimGCL...
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WSDM'22 Triangle Graph Interest Network for Click-through Rate PredictionTriangle Graph Interest Network for Click-through Rate Prediction 三角形图兴趣网络的点击率预测 来源：WSD...
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WWW'22 Graph Neural Transport Networks with Non-local Attentions for Recommender SystemsGraph Neural Transport Networks with Non-local Attentions for Recommender Systems 用于推荐系...
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SIGIR'22 A Review-aware Graph Contrastive Learning Framework for RecommendationA Review-aware Graph Contrastive Learning Framework for Recommendation 用于推荐的评论感知图对比学习框架...
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WWW'22 STAM: A Spatiotemporal Aggregation Method for Graph Neural Network-based RecommendationSTAM: A Spatiotemporal Aggregation Method for Graph NeuralNetwork-based Recommendation ...
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SIGIR'22 Are Graph Augmentations Necessary? Simple Graph Contrastive Learning for RecommendationAre Graph Augmentations Necessary? Simple Graph Contrastive Learning for Recommendation...
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KDD'21 MixGCF: An Improved Training Method for Graph Neural Network-based Recommender SystemsMixGCF: An Improved Training Method for Graph Neural Network-based Recommender Systems ...
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CIKM'21 Review-Aware Neural Recommendation with Cross-Modality Mutual AttentionReview-Aware Neural Recommendation with Cross-Modality Mutual Attention 来源：CIKM 21 摘要：双...
