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Xiangnan He — most-cited papers & profile · Recommender Systems
← authors
·
overview
Xiangnan He
71
papers ·
9422
citations ·
94
h-index
Henan University of Science and Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Neural Collaborative Filtering
2017 · 6603 citations
LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation
2020 · 413 citations
Outer Product-based Neural Collaborative Filtering
2018 · 318 citations
Diffusion Recommender Model
2023 · 214 citations
Graph Learning based Recommender Systems: A Review
2021 · 167 citations
Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation
2020 · 153 citations
Bundle Recommendation with Graph Convolutional Networks
2020 · 124 citations
Modeling Personalized Item Frequency Information for Next-basket Recommendation
2020 · 122 citations
Hierarchical Fashion Graph Network for Personalized Outfit Recommendation
2020 · 120 citations
Is ChatGPT Fair for Recommendation? Evaluating Fairness in Large Language Model Recommendation
2023 · 120 citations
Modelling High-Order Social Relations for Item Recommendation
2020 · 85 citations
Explainable Reasoning over Knowledge Graphs for Recommendation
2018 · 80 citations
LightFR: Lightweight Federated Recommendation with Privacy-preserving Matrix Factorization
2022 · 74 citations
Price-aware Recommendation with Graph Convolutional Networks
2020 · 72 citations
Discrete Factorization Machines for Fast Feature-based Recommendation
2018 · 44 citations
Top co-authors
Fuli Feng
· 18
Wenjie Wang
· 8
Tat-Seng Chua
· 7
Xiang Wang
· 7
Fajie Yuan
· 6
Jizhi Zhang
· 6
Jiancan Wu
· 5
Depeng Jin
· 4
Keqin Bao
· 4
Zhengyi Yang
· 4
Chen Gao
· 3
Jinhui Tang
· 3
Topics
Collaborative Filtering
LLM-based
Ranking & CTR
Sequential & Session
Graph-based
Two-Tower & Retrieval
Fairness & Ethics
Cold Start & Cross-Domain