SSLRec: A Self-Supervised Learning Framework for Recommendation
Author:
Affiliation:
1. University of Hong Kong, Hong Kong, Hong Kong
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3616855.3635814
Reference59 articles.
1. Xiangnan He Xiang Wang Bin Wu, Zhongchuan Sun and Jonathan Staniforth. 2017. NeuRec. https://github.com/wubinzzu/NeuRec.
2. Xuheng Cai Chao Huang Lianghao Xia and Xubin Ren. 2023. LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation. In ICLR.
3. Bias and debias in recommender system: A survey and future directions;Chen Jiawei;ACM Transactions on Information Systems (TOIS),2023
4. Mengru Chen Chao Huang Lianghao Xia Wei Wei Yong Xu and Ronghua Luo. 2023. Heterogeneous graph contrastive learning for recommendation. In WSDM. 544--552.
5. Yongjun Chen Zhiwei Liu Jia Li Julian McAuley and Caiming Xiong. 2022. Intent contrastive learning for sequential recommendation. In WWW. 2172--2182.
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. Self-supervised cognitive learning for multifaced interest in large-scale industrial recommender systems;Information Sciences;2025-01
2. Beyond Supervised: The Rise of Self-Supervised Learning in Autonomous Systems;Information;2024-08-16
3. Bilateral Unsymmetrical Graph Contrastive Learning for Recommendation;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30
4. Graph Augmentation for Recommendation;2024 IEEE 40th International Conference on Data Engineering (ICDE);2024-05-13
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