Zero-shot Item-based Recommendation via Multi-task Product Knowledge Graph Pre-Training

Author:

Fan Ziwei1ORCID,Liu Zhiwei2ORCID,Heinecke Shelby2ORCID,Zhang Jianguo2ORCID,Wang Huan2ORCID,Xiong Caiming2ORCID,Yu Philip S.1ORCID

Affiliation:

1. University of Illinois Chicago, Chicago, IL, USA

2. Salesforce AI Research, Palo Alto, CA, USA

Funder

NSF (National Science Foundation)

Publisher

ACM

Reference49 articles.

1. SimGNN

2. Learning-Based Efficient Graph Similarity Computation via Multi-Scale Convolutional Set Matching

3. Cross-Market Product Recommendation

4. Antoine Bordes , Nicolas Usunier , Alberto Garcia-Duran , Jason Weston , and Oksana Yakhnenko . 2013. Translating embeddings for modeling multi-relational data. Advances in neural information processing systems , Vol. 26 ( 2013 ). Antoine Bordes, Nicolas Usunier, Alberto Garcia-Duran, Jason Weston, and Oksana Yakhnenko. 2013. Translating embeddings for modeling multi-relational data. Advances in neural information processing systems, Vol. 26 (2013).

5. Yuwei Cao , Liangwei Yang , Chen Wang , Zhiwei Liu , Hao Peng , Chenyu You , and Philip S . Yu . 2023 . Multi-task Item-attribute Graph Pre-training for Strict Cold-start Item Recommendation . arxiv: 2306.14462 [cs.IR] Yuwei Cao, Liangwei Yang, Chen Wang, Zhiwei Liu, Hao Peng, Chenyu You, and Philip S. Yu. 2023. Multi-task Item-attribute Graph Pre-training for Strict Cold-start Item Recommendation. arxiv: 2306.14462 [cs.IR]

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1. Scaling Sequential Recommendation Models with Transformers;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10

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