Beyond the Overlapping Users: Cross-Domain Recommendation via Adaptive Anchor Link Learning

Author:

Zhao Yi1ORCID,Li Chaozhuo2ORCID,Peng Jiquan1ORCID,Fang Xiaohan1ORCID,Huang Feiran3ORCID,Wang Senzhang4ORCID,Xie Xing2ORCID,Gong Jibing5ORCID

Affiliation:

1. Yanshan University, Qinhuangdao, China

2. Microsoft Research Asia, Beijing, China

3. Jinan University, Guangzhou, China

4. Central South University, Changsha, China

5. Yanshan University & The Key Laboratory for Computer Virtual Technology and System Integration of Hebei Province, Qinhuangdao, China

Funder

CCF-Zhipu AI Large Model Fund

Innovation Capability Improvement Plan Project of Hebei Province

National Natural Science Foundation of China

Hebei Natural Science Foundation of China

Publisher

ACM

Reference39 articles.

1. Neighbor enhanced graph convolutional networks for node classification and recommendation

2. Generative Adversarial Framework for Cold-Start Item Recommendation

3. Label-Aware Graph Convolutional Networks

4. Liqun Chen , Zhe Gan , Yu Cheng , Linjie Li , Lawrence Carin , and Jingjing Liu . 2020 a. Graph optimal transport for cross-domain alignment . In International Conference on Machine Learning. PMLR, 1542--1553 . Liqun Chen, Zhe Gan, Yu Cheng, Linjie Li, Lawrence Carin, and Jingjing Liu. 2020a. Graph optimal transport for cross-domain alignment. In International Conference on Machine Learning. PMLR, 1542--1553.

5. Liqun Chen , Guoyin Wang , Chenyang Tao , Dinghan Shen , Pengyu Cheng , Xinyuan Zhang , Wenlin Wang , Yizhe Zhang , and Lawrence Carin . 2019. Improving textual network embedding with global attention via optimal transport. arXiv preprint arXiv:1906.01840 ( 2019 ). Liqun Chen, Guoyin Wang, Chenyang Tao, Dinghan Shen, Pengyu Cheng, Xinyuan Zhang, Wenlin Wang, Yizhe Zhang, and Lawrence Carin. 2019. Improving textual network embedding with global attention via optimal transport. arXiv preprint arXiv:1906.01840 (2019).

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