Can One Embedding Fit All? A Multi-Interest Learning Paradigm Towards Improving User Interest Diversity Fairness

Author:

Zhao Yuying1ORCID,Xu Minghua2ORCID,Chen Huiyuan2ORCID,Chen Yuzhong2ORCID,Cai Yiwei2ORCID,Islam Rashidul2ORCID,Wang Yu1ORCID,Derr Tyler1ORCID

Affiliation:

1. Vanderbilt University, Nashville, TN, USA

2. Visa Research, Foster City, CA, USA

Funder

NSF (National Science Foundation)

Publisher

ACM

Reference44 articles.

1. Controllable Multi-Interest Framework for Recommendation

2. Structured Graph Convolutional Networks with Stochastic Masks for Recommender Systems

3. Graph Neural Transport Networks with Non-local Attentions for Recommender Systems

4. Gautam Choudhary, Iftikhar Ahamath Burhanuddin, Eunyee Koh, Fan Du, and Ryan A Rossi. 2022. PersonaSAGE: A Multi-Persona Graph Neural Network. arXiv preprint arXiv:2212.13709 (2022).

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1. Masked Graph Transformer for Large-Scale Recommendation;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10

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