Mutual Wasserstein Discrepancy Minimization for Sequential Recommendation

Author:

Fan Ziwei1ORCID,Liu Zhiwei2ORCID,Peng Hao3ORCID,Yu Philip S1ORCID

Affiliation:

1. University of Illinois Chicago, USA

2. Salesforce AI Research, USA

3. Beihang University, USA

Funder

NSFC

Natural Science Foundation of Beijing Municipality

Fundamental Research Funds for the Central Universities

NSF (National Science Foundation)

National Key R&D Program of China

S&T Program of Hebei

Xiaomi Young Scholar Funds for Beihang University

Publisher

ACM

Reference58 articles.

1. Martin Arjovsky , Soumith Chintala , and Léon Bottou . 2017 . Wasserstein generative adversarial networks . In International conference on machine learning. PMLR, 214–223 . Martin Arjovsky, Soumith Chintala, and Léon Bottou. 2017. Wasserstein generative adversarial networks. In International conference on machine learning. PMLR, 214–223.

2. Aleksandar Bojchevski and Stephan Günnemann . 2018 . Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking . In International Conference on Learning Representations. https://openreview.net/forum?id=r1ZdKJ-0W Aleksandar Bojchevski and Stephan Günnemann. 2018. Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking. In International Conference on Learning Representations. https://openreview.net/forum?id=r1ZdKJ-0W

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

4. Ting Chen , Simon Kornblith , Mohammad Norouzi , and Geoffrey Hinton . 2020 . A simple framework for contrastive learning of visual representations . In International conference on machine learning. PMLR, 1597–1607 . Ting Chen, Simon Kornblith, Mohammad Norouzi, and Geoffrey Hinton. 2020. A simple framework for contrastive learning of visual representations. In International conference on machine learning. PMLR, 1597–1607.

5. On Sampling Strategies for Neural Network-based Collaborative Filtering

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Blin: A Multi-Task Sequence Recommendation Based on Bidirectional KL-Divergence and Linear Attention;Mathematics;2024-07-31

2. Optimal Transport Enhanced Cross-City Site Recommendation;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10

3. Recognizing Semantics-Consistent Subsequences for Sequential Recommendation;2023 IEEE 29th International Conference on Parallel and Distributed Systems (ICPADS);2023-12-17

4. Contrastive Self-supervised Learning in Recommender Systems: A Survey;ACM Transactions on Information Systems;2023-11-08

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3