Intent-Guided Heterogeneous Graph Contrastive Learning for Recommendation

Lei Sang; Yu Wang; Yi Zhang; Yiwen Zhang; Xindong Wu

doi:10.1109/tkde.2025.3536096

ScienceGate Book Chapters

JOURNAL ARTICLE

Intent-Guided Heterogeneous Graph Contrastive Learning for Recommendation

Lei Sang Yu Wang Yi Zhang Yiwen Zhang Xindong Wu

Year: 2025 Journal: IEEE Transactions on Knowledge and Data Engineering Vol: 37 (4)Pages: 1915-1929 Publisher: IEEE Computer Society

DOI: 10.1109/tkde.2025.3536096

Get Full-Text PDF Get Analytical Report

Keywords:

Computer science Graph Recommender system Artificial intelligence Information retrieval Natural language processing Theoretical computer science

Metrics

Cited By

164.28

FWCI (Field Weighted Citation Impact)

Refs

1.00

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Recommender Systems and Techniques

Physical Sciences → Computer Science → Information Systems

Advanced Graph Neural Networks

Physical Sciences → Computer Science → Artificial Intelligence

Text and Document Classification Technologies

Physical Sciences → Computer Science → Artificial Intelligence

Intent-Guided Heterogeneous Graph Contrastive Learning for Recommendation

Metrics

Citation History

Topics

Related Documents

Interaction Intent-Aware Graph Contrastive Learning for Recommendation

MIGC: Multi-intent Graph Contrastive Learning in Recommendation

Metapath-guided Heterogeneous Graph Neural Network for Intent Recommendation

Cross-Intent Graph Contrastive Learning for Fashion Sequential Recommendation

Heterogeneous graph structural and semantics contrastive recommendation learning