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Guodong Long — most-cited papers & profile · Recommender Systems
← authors
·
overview
Guodong Long
67
papers ·
4170
citations ·
48
h-index
University of Technology Sydney
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Dual Personalization on Federated Recommendation
2023 · 48 citations
NeuRec: On Nonlinear Transformation for Personalized Ranking
2018 · 45 citations
Towards Next-Generation LLM-based Recommender Systems: A Survey and Beyond
2024 · 12 citations
Federated Recommendation with Additive Personalization
2023 · 7 citations
GPFedRec: Graph-guided Personalization for Federated Recommendation
2023 · 2 citations
Navigating the Future of Federated Recommendation Systems with Foundation Models
2024 · 1 citations
When Federated Recommendation Meets Cold-Start Problem: Separating Item Attributes and User Interactions
2023 · 1 citations
Federated Adaptation for Foundation Model-based Recommendations
2024 · 1 citations
Federated Vision-Language-Recommendation with Personalized Fusion
2024 · 1 citations
Learning Evolving Preferences: A Federated Continual Framework for User-Centric Recommendation
2026
Personalized Federated Collaborative Filtering: A Variational AutoEncoder Approach
2024
Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach
2024
Top co-authors
Chengqi Zhang
· 4
Tianyi Zhou
· 4
Chunxu Zhang
· 3
Guorui Zhou
· 2
Hongkuan Guo
· 2
Zhaojie Liu
· 2
Zhiwei Li
· 2
Zijian Zhang
· 2
Aixin Sun
· 1
Bo Yang
· 1
Bo Yang
· 1
Bo Yang
· 1
Topics
Collaborative Filtering
LLM-based
Ranking & CTR
Sequential & Session
Graph-based
Cold Start & Cross-Domain