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Xubin Ren

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

14

Venues

8

Active years

2023–2026

Best venue rank

A*

Where they publish

Papers

14 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLMiniRAG: A Lightweight RAG system with Small Language Models.Tianyu Fan, Jingyuan Wang, Xubin Ren, Chao Huang
2026KDDVideoRAG: Retrieval-Augmented Generation with Extreme Long-Context Videos.Xubin Ren, Lingrui Xu, Long Xia, Shuaiqiang Wang, Dawei Yin, Chao Huang
2025EMNLPRecGPT: A Foundation Model for Sequential Recommendation.Yangqin Jiang, Xubin Ren, Lianghao Xia, Da Luo, Kangyi Lin, Chao Huang
2025EMNLPEasyRec: Simple yet Effective Language Models for Recommendation.Xubin Ren, Chao Huang
2024EMNLPXRec: Large Language Models for Explainable Recommendation.Qiyao Ma, Xubin Ren, Chao Huang
2024KDDA Survey of Large Language Models for Graphs.Xubin Ren, Jiabin Tang, Dawei Yin, Nitesh V. Chawla, Chao Huang
2024WWWLarge Language Models for Graphs: Progresses and Directions.Chao Huang, Xubin Ren, Jiabin Tang, Dawei Yin, Nitesh V. Chawla
2024WWWRepresentation Learning with Large Language Models for Recommendation.Xubin Ren, Wei Wei, Lianghao Xia, Lixin Su, Suqi Cheng, Junfeng Wang, Dawei Yin, Chao Huang
2024WSDMSSLRec: A Self-Supervised Learning Framework for Recommendation.Xubin Ren, Lianghao Xia, Yuhao Yang, Wei Wei, Tianle Wang, Xuheng Cai, Chao Huang
2024WSDMLLMRec: Large Language Models with Graph Augmentation for Recommendation.Wei Wei, Xubin Ren, Jiabin Tang, Qinyong Wang, Lixin Su, Suqi Cheng, Junfeng Wang, Dawei Yin, Chao Huang
2023CIKMHow Expressive are Graph Neural Networks in Recommendation?Xuheng Cai, Lianghao Xia, Xubin Ren, Chao Huang
2023ICLRLightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation.Xuheng Cai, Chao Huang, Lianghao Xia, Xubin Ren
2023SIGIRGraph Transformer for Recommendation.Chaoliu Li, Lianghao Xia, Xubin Ren, Yaowen Ye, Yong Xu, Chao Huang
2023SIGIRDisentangled Contrastive Collaborative Filtering.Xubin Ren, Lianghao Xia, Jiashu Zhao, Dawei Yin, Chao Huang