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Self-supervised representation learning with ID-Content modality alignment for sequential recommendation

delete2026-02-20
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PRE
AI
Z
Zhou, Donglin
W
Weike Pan *
Z
Zhong Ming
DOI：10.1007/s11704-025-50269-4delete
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Abstract

Abstract

En

Journal

Frontiers of Computer Science cover
Frontiers of Computer Science
IF:
4.6
Papers:
1.6K
Citations:
2.8K

Organization

G
Guangdong Laboratory of Artificial Intelligence and Digital Economy
Scholars:
59
Papers: 41
Citations: 2
C
College of Computer Science and Software Engineering
Scholars:
108
Papers: 48
Citations: 0
Cited Papers

Cited Papers

MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation
errProceedings of the 31st ACM International Conference on Multimedia
IF0
err2023-10-27
err0
errOAAI
errJinpeng Wang; Ziyun Zeng; Yunxiao Wang; Yuting Wang; Xingyu Lu; Tianxiang Li; Jun Yuan; Rui Zhang; Hai-Tao Zheng; Shu-Tao Xia
errShare
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Towards Universal Sequence Representation Learning for Recommender Systems
errProceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
IF0
err2022-08-14
err0
errOAAI
errYupeng Hou; Shanlei Mu; Wayne Xin Zhao; Yaliang Li; Bolin Ding; Ji-Rong Wen
errShare
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Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders
errProceedings of the ACM Web Conference 2023
IF0
err2023-04-30
err0
errOAAI
errYupeng Hou; Zhankui He; Julian McAuley; Wayne Xin Zhao
errShare
errSave