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A Comprehensive Survey on Deep Graph Representation Learning论文
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Recommender Systems in the Era of Large Language Models (LLMs)论文
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XSimGCL: Towards Extremely Simple Graph Contrastive Learning for Recommendation论文
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Heterogeneous Graph Contrastive Learning for Recommendation论文
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TALLRec: An Effective and Efficient Tuning Framework to Align Large Language Model with Recommendation论文
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Diffusion Recommender Model论文
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A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions论文
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Bootstrap Latent Representations for Multi-modal Recommendation论文
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Evaluating Large Language Models in Generating Synthetic HCI Research Data: a Case Study论文
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A survey of graph neural network based recommendation in social networks论文
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Self-Supervised Learning for Recommender Systems: A Survey论文
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Personalized Transfer of User Preferences for Cross-domain Recommendation论文
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A Survey on the Fairness of Recommender Systems论文
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Towards Universal Sequence Representation Learning for Recommender Systems论文
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Deep Graph Clustering via Dual Correlation Reduction论文
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