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A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions.

, , , , , , , , , , and . Trans. Recomm. Syst., 1 (1): 1-51 (March 2023)

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Neuronal Synfire Chain via Moment Neuronal Network Approach., , and . ICONIP (1), volume 8226 of Lecture Notes in Computer Science, page 191-198. Springer, (2013)SWIM: A Simple Word Interaction Model for Implicit Discourse Relation Recognition., , , , , and . IJCAI, page 4026-4032. ijcai.org, (2017)Nonnegative Periodic Dynamics of Cohen-Grossberg Neural Networks with Discontinuous Activations and Discrete Time Delays., , and . ISNN (1), volume 5551 of Lecture Notes in Computer Science, page 579-588. Springer, (2009)Discrete Collaborative Filtering, , , , , and . (2016)BiRank: Towards Ranking on Bipartite Graphs., , , and . IEEE Trans. Knowl. Data Eng., 29 (1): 57-71 (2017)Sampler Design for Bayesian Personalized Ranking by Leveraging View Data., , , , and . CoRR, (2018)Improving Implicit Recommender Systems with Auxiliary Data., , , , and . ACM Trans. Inf. Syst., 38 (1): 11:1-11:27 (2020)Discrete Multimodal Hashing With Canonical Views for Robust Mobile Landmark Search., , , , , and . IEEE Trans. Multim., 19 (9): 2066-2079 (2017)Graph-Refined Convolutional Network for Multimedia Recommendation with Implicit Feedback., , , , and . ACM Multimedia, page 3541-3549. ACM, (2020)Time-aware Path Reasoning on Knowledge Graph for Recommendation., , , , , , and . ACM Trans. Inf. Syst., 41 (2): 26:1-26:26 (April 2023)