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Hui Xiong — most-cited papers & profile · Recommender Systems
← authors
·
overview
Hui Xiong
42
papers ·
1688
citations ·
89
h-index
China Pharmaceutical University · Hong Kong University of Science and Technology · University of Hong Kong
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Most-cited papers
A Survey on Knowledge Graph-Based Recommender Systems
2020 · 810 citations
Harnessing Large Language Models for Text-Rich Sequential Recommendation
2024 · 51 citations
SetRank: A Setwise Bayesian Approach for Collaborative Ranking from Implicit Feedback
2020 · 44 citations
Structural Analysis of User Choices for Mobile App Recommendation
2016 · 38 citations
A Survey on Large Language Models for Recommendation
2023 · 26 citations
AFDGCF: Adaptive Feature De-correlation Graph Collaborative Filtering for Recommendations
2024 · 21 citations
Out-of-Town Recommendation with Travel Intention Modeling
2021 · 17 citations
Hierarchical Time-Aware Mixture of Experts for Multi-Modal Sequential Recommendation
2025 · 6 citations
Enhancing Conversational Recommender Systems with Tree-Structured Knowledge and Pretrained Language Models
2025
LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach
2025
Boosting Knowledge Graph-based Recommendations through Confidence-Aware Augmentation with Large Language Models
2025
Preference or Intent? Double Disentangled Collaborative Filtering
2023
DPR: An Algorithm Mitigate Bias Accumulation in Recommendation feedback loops
2023
Top co-authors
Chao Wang
· 6
Dazhong Shen
· 5
Hengshu Zhu
· 5
Chuan Qin
· 4
Chen Zhu
· 2
Fuzhen Zhuang
· 2
Haoran Xin
· 2
Zhaopeng Qiu
· 2
Bin Liu
· 1
Chao Wang
· 1
Chuan Qin
· 1
Dejing Dou
· 1
Topics
Collaborative Filtering
LLM-based
Graph-based
Ranking & CTR
Sequential & Session
Two-Tower & Retrieval
Cold Start & Cross-Domain
Fairness & Ethics