Xubin Ren

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 22

Top Topics

Collaborative Filtering

Personalized Ranking

Tag Recommendation

Top Venues

ACM Trans. Inf. Syst.

Publications

Xubin Ren, Lianghao Xia, Yuhao Yang, Wei Wei, Tianle Wang, Xuheng Cai, Chao Huang
SSLRec: A Self-Supervised Learning Framework for Recommendation. WSDM (2024)
Chao Huang, Xubin Ren, Jiabin Tang, Dawei Yin, Nitesh V. Chawla
Large Language Models for Graphs: Progresses and Directions. WWW (Companion Volume) (2024)
Xubin Ren, Jiabin Tang, Dawei Yin, Nitesh V. Chawla, Chao Huang
A Survey of Large Language Models for Graphs. KDD (2024)
Xubin Ren, Jiabin Tang, Dawei Yin, Nitesh V. Chawla, Chao Huang
A Survey of Large Language Models for Graphs. CoRR (2024)
Xubin Ren, Wei Wei, Lianghao Xia, Chao Huang
A Comprehensive Survey on Self-Supervised Learning for Recommendation. CoRR (2024)
Qiyao Ma, Xubin Ren, Chao Huang
XRec: Large Language Models for Explainable Recommendation. CoRR (2024)
Wei Wei, Xubin Ren, Jiabin Tang, Qinyong Wang, Lixin Su, Suqi Cheng, Junfeng Wang, Dawei Yin, Chao Huang
LLMRec: Large Language Models with Graph Augmentation for Recommendation. WSDM (2024)
Xubin Ren, Wei Wei, Lianghao Xia, Lixin Su, Suqi Cheng, Junfeng Wang, Dawei Yin, Chao Huang
Representation Learning with Large Language Models for Recommendation. WWW (2024)
Xuheng Cai, Chao Huang, Lianghao Xia, Xubin Ren
LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation. ICLR (2023)
Chaoliu Li, Lianghao Xia, Xubin Ren, Yaowen Ye, Yong Xu, Chao Huang
Graph Transformer for Recommendation. CoRR (2023)
Xubin Ren, Lianghao Xia, Jiashu Zhao, Dawei Yin, Chao Huang
Disentangled Contrastive Collaborative Filtering. CoRR (2023)
Xuheng Cai, Lianghao Xia, Xubin Ren, Chao Huang
How Expressive are Graph Neural Networks in Recommendation? CoRR (2023)
Xuheng Cai, Chao Huang, Lianghao Xia, Xubin Ren
LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation. CoRR (2023)
Chaoliu Li, Lianghao Xia, Xubin Ren, Yaowen Ye, Yong Xu, Chao Huang
Graph Transformer for Recommendation. SIGIR (2023)
Xubin Ren, Wei Wei, Lianghao Xia, Lixin Su, Suqi Cheng, Junfeng Wang, Dawei Yin, Chao Huang
Representation Learning with Large Language Models for Recommendation. CoRR (2023)
Xubin Ren, Lianghao Xia, Jiashu Zhao, Dawei Yin, Chao Huang
Disentangled Contrastive Collaborative Filtering. SIGIR (2023)
Xuheng Cai, Lianghao Xia, Xubin Ren, Chao Huang
How Expressive are Graph Neural Networks in Recommendation? CIKM (2023)
Xubin Ren, Lianghao Xia, Yuhao Yang, Wei Wei, Tianle Wang, Xuheng Cai, Chao Huang
SSLRec: A Self-Supervised Learning Library for Recommendation. CoRR (2023)
Jing Yi, Xubin Ren, Zhenzhong Chen
Multi-auxiliary Augmented Collaborative Variational Auto-encoder for Tag Recommendation. ACM Trans. Inf. Syst. 41 (4) (2023)
Wei Wei, Xubin Ren, Jiabin Tang, Qinyong Wang, Lixin Su, Suqi Cheng, Junfeng Wang, Dawei Yin, Chao Huang
LLMRec: Large Language Models with Graph Augmentation for Recommendation. CoRR (2023)
Yaochen Zhu, Xubin Ren, Jing Yi, Zhenzhong Chen
Deep Deconfounded Content-based Tag Recommendation for UGC with Causal Intervention. CoRR (2022)
Jing Yi, Xubin Ren, Zhenzhong Chen
Multi-Auxiliary Augmented Collaborative Variational Auto-encoder for Tag Recommendation. CoRR (2022)