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Ruobing Xie — most-cited papers & profile · Recommender Systems
← authors
·
overview
Ruobing Xie
45
papers ·
337
citations ·
36
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Plug-in Diffusion Model for Sequential Recommendation
2024 · 46 citations
Selective Fairness in Recommendation via Prompts
2022 · 43 citations
Improving Accuracy and Diversity in Matching of Recommendation with Diversified Preference Network
2021 · 39 citations
Triple Sequence Learning for Cross-domain Recommendation
2023 · 34 citations
Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach
2023 · 25 citations
Large Language Models are Zero-Shot Rankers for Recommender Systems
2023 · 23 citations
Improving Multi-modal Recommender Systems by Denoising and Aligning Multi-modal Content and User Feedback
2024 · 21 citations
UPRec: User-Aware Pre-training for Recommender Systems
2021 · 14 citations
Personalized Transfer of User Preferences for Cross-domain Recommendation
2021 · 14 citations
DFGNN: Dual-frequency Graph Neural Network for Sign-aware Feedback
2024 · 8 citations
Content-Based Collaborative Generation for Recommender Systems
2024 · 7 citations
Attacking Pre-trained Recommendation
2023 · 5 citations
The Elephant in the Room: Rethinking the Usage of Pre-trained Language Model in Sequential Recommendation
2024 · 5 citations
Long Short-Term Temporal Meta-learning in Online Recommendation
2021 · 4 citations
Contrastive Cross-domain Recommendation in Matching
2021 · 4 citations
Top co-authors
Leyu Lin
· 17
Fuzhen Zhuang
· 7
Qing He
· 6
Xu Zhang
· 6
Yiqing Wu
· 6
Zhanhui Kang
· 6
Wayne Xin Zhao
· 5
Yongchun Zhu
· 5
Chaojun Xiao
· 4
Ji-Rong Wen
· 4
Bo Zhang
· 3
Haokai Ma
· 3
Topics
Collaborative Filtering
Sequential & Session
Cold Start & Cross-Domain
LLM-based
Graph-based
Two-Tower & Retrieval
Ranking & CTR
Fairness & Ethics