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Ruiming Tang โ most-cited papers & profile ยท Recommender Systems
โ authors
ยท
overview
Ruiming Tang
77
papers ยท
2888
citations ยท
37
h-index
Huawei Technologies (China) ยท Kuaishou (China)
Google Scholar โ
Semantic Scholar โ
OpenAlex โ
Most-cited papers
DeepFM: A Factorization-Machine based Neural Network for CTR Prediction
2017 ยท 2202 citations
Interactive Recommender System via Knowledge Graph-enhanced Reinforcement Learning
2020 ยท 160 citations
Diffusion Augmentation for Sequential Recommendation
2023 ยท 94 citations
Deep Reinforcement Learning based Recommendation with Explicit User-Item Interactions Modeling
2018 ยท 82 citations
Cross Pairwise Ranking for Unbiased Item Recommendation
2022 ยท 40 citations
DeepFM: An End-to-End Wide & Deep Learning Framework for CTR Prediction
2018 ยท 33 citations
Learning Binarized Graph Representations with Multi-faceted Quantization Reinforcement for Top-K Recommendation
2022 ยท 27 citations
A Survey on User Behavior Modeling in Recommender Systems
2023 ยท 19 citations
Multi-Level Interaction Reranking with User Behavior History
2022 ยท 17 citations
Neural Re-ranking in Multi-stage Recommender Systems: A Review
2022 ยท 14 citations
Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender Systems
2023 ยท 14 citations
LLM4MSR: An LLM-Enhanced Paradigm for Multi-Scenario Recommendation
2024 ยท 13 citations
A Practical Incremental Method to Train Deep CTR Models
2020 ยท 12 citations
PEAR: Personalized Re-ranking with Contextualized Transformer for Recommendation
2022 ยท 12 citations
Large Language Models Make Sample-Efficient Recommender Systems
2024 ยท 11 citations
Top co-authors
Huifeng Guo
ยท 23
Weinan Zhang
ยท 15
Weiwen Liu
ยท 15
Xiuqiang He
ยท 15
Yingxue Zhang
ยท 10
Yong Yu
ยท 9
Yunjia Xi
ยท 9
Bo Chen
ยท 8
Jianghao Lin
ยท 8
Jiarui Qin
ยท 7
Xinyi Dai
ยท 7
Wei Guo
ยท 6
Topics
Ranking & CTR
Collaborative Filtering
LLM-based
Sequential & Session
Graph-based
Cold Start & Cross-Domain
Two-Tower & Retrieval
Fairness & Ethics
cs.IR