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Xubin Ren
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Year
LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation
X Cai, C Huang, L Xia, X Ren
ICLR 2023, 2023
1252023
LLMRec: Large Language Models with Graph Augmentation for Recommendation
W Wei, X Ren, J Tang, Q Wang, L Su, S Cheng, J Wang, D Yin, C Huang
WSDM 2024, 2023
462023
Disentangled Contrastive Collaborative Filtering
X Ren, L Xia, J Zhao, D Yin, C Huang
SIGIR 2023, 2023
322023
Representation Learning with Large Language Models for Recommendation
X Ren, W Wei, L Xia, L Su, S Cheng, J Wang, D Yin, C Huang
WWW 2024, 2023
292023
Graph Transformer for Recommendation
C Li, L Xia, X Ren, Y Ye, Y Xu, C Huang
SIGIR 2023, 2023
192023
SSLRec: A Self-Supervised Learning Framework for Recommendation
X Ren, L Xia, Y Yang, W Wei, T Wang, X Cai, C Huang
WSDM 2024, 2024
8*2024
Deep Deconfounded Content-based Tag Recommendation for UGC with Causal Intervention
Y Zhu, X Ren, J Yi, Z Chen
arXiv 2022, 2022
22022
How Expressive are Graph Neural Networks in Recommendation?
X Cai, L Xia, X Ren, C Huang
CIKM 2023, 2023
12023
Large Language Models for Graphs: Progresses and Directions
C Huang, X Ren, J Tang, D Yin, N Chawla
WWW 2024 Tutorial, 2024
2024
A Survey of Large Language Models for Graphs
X Ren, J Tang, D Yin, N Chawla, C Huang
arXiv 2024, 2024
2024
A Comprehensive Survey on Self-Supervised Learning for Recommendation
X Ren, W Wei, L Xia, C Huang
arXiv 2024, 2024
2024
Multi-Auxiliary Augmented Collaborative Variational Auto-encoder for Tag Recommendation
J Yi, X Ren, Z Chen
TOIS 2023, 2023
2023
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Articles 1–12