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Sichun Luo — most-cited papers & profile · Recommender Systems
← authors
·
overview
Sichun Luo
14
papers ·
104
citations ·
0
h-index
Dongguan University of Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation
2022 · 52 citations
Towards Communication Efficient and Fair Federated Personalized Sequential Recommendation
2022 · 6 citations
RALLRec: Improving Retrieval Augmented Large Language Model Recommendation with Representation Learning
2025 · 5 citations
RecRanker: Instruction Tuning Large Language Model as Ranker for Top-k Recommendation
2023 · 5 citations
Integrating Large Language Models into Recommendation via Mutual Augmentation and Adaptive Aggregation
2024 · 4 citations
RALLRec+: Retrieval Augmented Large Language Model Recommendation with Reasoning
2025 · 3 citations
HySAGE: A Hybrid Static and Adaptive Graph Embedding Network for Context-Drifting Recommendations
2022 · 1 citations
PerFedRec++: Enhancing Personalized Federated Recommendation with Self-Supervised Pre-Training
2023 · 1 citations
Privacy in LLM-based Recommendation: Recent Advances and Future Directions
2024
Top co-authors
Yuanzhang Xiao
· 6
Linqi Song
· 4
and Linqi Song
· 3
Bowei He
· 3
Hanxu Hou
· 3
Aojun Zhou
· 2
Linqi Song
· 2
Mingjie Zhan
· 2
Wei Shao
· 2
Xinyi Zhang
· 2
Yang Liu
· 2
Congduan Li
· 1
Topics
LLM-based
Collaborative Filtering
Sequential & Session
Ranking & CTR
Graph-based
Two-Tower & Retrieval
Fairness & Ethics