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Quan Z. Sheng — most-cited papers & profile · Recommender Systems
← authors
·
overview
Quan Z. Sheng
20
papers ·
711
citations ·
67
h-index
Macquarie University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Graph Learning based Recommender Systems: A Review
2021 · 167 citations
A Survey on Session-based Recommender Systems
2019 · 78 citations
Graph Learning Approaches to Recommender Systems: A Review
2020 · 28 citations
Graph and Sequential Neural Networks in Session-based Recommendation: A Survey
2024 · 22 citations
Causal Disentangled Variational Auto-Encoder for Preference Understanding in Recommendation
2023 · 12 citations
Deep Conversational Recommender Systems: A New Frontier for Goal-Oriented Dialogue Systems
2020 · 3 citations
Plug-and-Play Parameter-Efficient Tuning of Embeddings for Federated Recommendation
2025
Top co-authors
Lina Yao
· 3
Longbing Cao
· 3
Shoujin Wang
· 3
Francesco Ricci
· 2
Liang Hu
· 2
Mehmet Orgun
· 2
Philip S. Yu
· 2
Xiangnan He
· 2
Yan Wang
· 2
Chao Yang
· 1
Dai Hoang Tran
· 1
Defu Lian
· 1
Topics
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Sequential & Session
Graph-based
LLM-based
Two-Tower & Retrieval
Ranking & CTR