LLMRec: Large Language Models with Graph Augmentation for Recommendation 來源：WSDM 2024 摘...
IP屬地：北京
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LLMRec: Large Language Models with Graph Augmentation for Recommendation -
另外一則趣事分享：面試時提到了這個方法，負(fù)責(zé)人說他看了一眼題目就沒看了平夜，顯然用到奇異值分解的方法在工業(yè)界沒什么價值~
ICLR'23 LightGCL: SIMPLE YET EFFECTIVE GRAPH CONTRASTIVE LEARNING FOR RECOMMENDATION
LightGCL: SIMPLE YET EFFECTIVE GRAPH CONTRASTIVE LEARNING FOR RECOMMENDATION LightGCL:簡...
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SIGIR'2023 Generative Sequential Recommendation with GPTRecGenerative Sequential Recommendation with GPTRec 來源：SIGIR 2023 摘要：順序推薦旨在預(yù)測序列中的下一個項目。最近卸亮，...
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SIGIR'23 Graph Masked Autoencoder for Sequential RecommendationGraph Masked Autoencoder for Sequential Recommendation 來源：SIGIR 2023 摘要：目前對比方法在推薦領(lǐng)域大放異彩...
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多個STAM應(yīng)該是提取不同潛在空間中的特征吧忽妒，高階交互信息應(yīng)該是公式5層層傳播的結(jié)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:簡...
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CIKM'22 Multi-level Contrastive Learning Framework for Sequential RecommendationMulti-level Contrastive Learning Framework for Sequential Recommendation 用于序列推薦的多層次對比學(xué)習(xí)...
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DSGC：雙空間圖對比學(xué)習(xí)論文標(biāo)題：Dual Space Graph Contrastive Learning論文鏈接：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 三角形圖興趣網(wǎng)絡(luò)的點擊率預(yù)測 來源：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 用于推薦系...
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SIGIR'22 A Review-aware Graph Contrastive Learning Framework for RecommendationA Review-aware Graph Contrastive Learning Framework for Recommendation 用于推薦的評論感知圖對比學(xué)習(xí)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 來源：CIKM 21 摘要：雙...
