Mixed-Curvature Manifolds Interaction Learning for Knowledge Graph-aware Recommendation

Author:

Wang Jihu1ORCID,Shi Yuliang2ORCID,Yu Han3ORCID,Wang Xinjun2ORCID,Yan Zhongmin1ORCID,Kong Fanyu1ORCID

Affiliation:

1. Shandong University, Jinan, China

2. Shandong University & Dareway Software Co., Ltd, Jinan, China

3. Nanyang Technological University, Singapore, Singapore

Funder

Key Research and Development Plan of Shandong Province (Major Scientific and Technological Innovation Project)

RIE 2020 Advanced Manufacturing and Engineering (AME) Programmatic Fund, Singapore

National Research Foundation, Singapore and DSO National Laboratories under the AI Singapore Programme

Publisher

ACM

Reference56 articles.

1. Gregor Bachmann , Gary Bécigneul , and Octavian Ganea . 2020 . Constant curvature graph convolutional networks . In International Conference on Machine Learning. PMLR, 486--496 . Gregor Bachmann, Gary Bécigneul, and Octavian Ganea. 2020. Constant curvature graph convolutional networks. In International Conference on Machine Learning. PMLR, 486--496.

2. James W Cannon William J Floyd Richard Kenyon Walter R Parry etal 1997. Hyperbolic geometry. Flavors of geometry Vol. 31 59--115 (1997) 2. James W Cannon William J Floyd Richard Kenyon Walter R Parry et al. 1997. Hyperbolic geometry. Flavors of geometry Vol. 31 59--115 (1997) 2.

3. Social-Enhanced Attentive Group Recommendation

4. Zongsheng Cao , Qianqian Xu , Zhiyong Yang , Xiaochun Cao , and Qingming Huang . 2022 . Geometry Interaction Knowledge Graph Embeddings. In AAAI Conference on Artificial Intelligence. Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, and Qingming Huang. 2022. Geometry Interaction Knowledge Graph Embeddings. In AAAI Conference on Artificial Intelligence.

5. Ines Chami , Zhitao Ying , Christopher Ré , and Jure Leskovec . 2019. Hyperbolic graph convolutional neural networks. Advances in neural information processing systems , Vol. 32 ( 2019 ). Ines Chami, Zhitao Ying, Christopher Ré, and Jure Leskovec. 2019. Hyperbolic graph convolutional neural networks. Advances in neural information processing systems, Vol. 32 (2019).

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