Graph Neural Networks for Social Recommendation

Author:

Fan Wenqi1,Ma Yao2,Li Qing1,He Yuan3,Zhao Eric3,Tang Jiliang2,Yin Dawei3

Affiliation:

1. City University of Hong Kong, Hong Kong

2. Michigan State University, USA

3. JD.com, China

Publisher

ACM Press

Reference42 articles.

1. Rianne van den Berg, Thomas N Kipf, and Max Welling. 2017. Graph convolutional matrix completion. arXiv preprint arXiv:1706.02263(2017).

2. Michael M Bronstein, Joan Bruna, Yann LeCun, Arthur Szlam, and Pierre Vandergheynst. 2017. Geometric deep learning: going beyond euclidean data. IEEE Signal Processing Magazine 34, 4 (2017), 18-42.

3. Chong Chen, Min Zhang, Yiqun Liu, and Shaoping Ma. 2018. Neural Attentional Rating Regression with Review-level Explanations. In Proceedings of the 27th International Conference on World Wide Web. 1583-1592.

4. Hongshen Chen, Xiaorui Liu, Dawei Yin, and Jiliang Tang. 2017. A survey on dialogue systems: Recent advances and new frontiers. ACM SIGKDD Explorations Newsletter 19, 2 (2017), 25-35.

5. Michaël Defferrard, Xavier Bresson, and Pierre Vandergheynst. 2016. Convolutional neural networks on graphs with fast localized spectral filtering. In Advances in Neural Information Processing Systems. 3844-3852.

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